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class="interlanguage-link-target"><span>العربية</span></a></li><li class="interlanguage-link interwiki-ca mw-list-item"><a href="https://ca.wikipedia.org/wiki/Google_Neural_Machine_Translation" title="Google Neural Machine Translation – Catalan" lang="ca" hreflang="ca" data-title="Google Neural Machine Translation" data-language-autonym="Català" data-language-local-name="Catalan" class="interlanguage-link-target"><span>Català</span></a></li><li class="interlanguage-link interwiki-es mw-list-item"><a href="https://es.wikipedia.org/wiki/Google_Neural_Machine_Translation" title="Google Neural Machine Translation – Spanish" lang="es" hreflang="es" data-title="Google Neural Machine Translation" data-language-autonym="Español" data-language-local-name="Spanish" class="interlanguage-link-target"><span>Español</span></a></li><li class="interlanguage-link interwiki-fa mw-list-item"><a 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0.4em 0;line-height:1.2em}.mw-parser-output .sidebar-pretitle{padding:0.4em 0.4em 0;line-height:1.2em}.mw-parser-output .sidebar-title,.mw-parser-output .sidebar-title-with-pretitle{padding:0.2em 0.8em;font-size:145%;line-height:1.2em}.mw-parser-output .sidebar-title-with-pretitle{padding:0.1em 0.4em}.mw-parser-output .sidebar-image{padding:0.2em 0.4em 0.4em}.mw-parser-output .sidebar-heading{padding:0.1em 0.4em}.mw-parser-output .sidebar-content{padding:0 0.5em 0.4em}.mw-parser-output .sidebar-content-with-subgroup{padding:0.1em 0.4em 0.2em}.mw-parser-output .sidebar-above,.mw-parser-output .sidebar-below{padding:0.3em 0.8em;font-weight:bold}.mw-parser-output .sidebar-collapse .sidebar-above,.mw-parser-output .sidebar-collapse .sidebar-below{border-top:1px solid #aaa;border-bottom:1px solid #aaa}.mw-parser-output .sidebar-navbar{text-align:right;font-size:115%;padding:0 0.4em 0.4em}.mw-parser-output .sidebar-list-title{padding:0 0.4em;text-align:left;font-weight:bold;line-height:1.6em;font-size:105%}.mw-parser-output .sidebar-list-title-c{padding:0 0.4em;text-align:center;margin:0 3.3em}@media(max-width:640px){body.mediawiki .mw-parser-output .sidebar{width:100%!important;clear:both;float:none!important;margin-left:0!important;margin-right:0!important}}body.skin--responsive .mw-parser-output .sidebar a>img{max-width:none!important}@media screen{html.skin-theme-clientpref-night .mw-parser-output .sidebar:not(.notheme) .sidebar-list-title,html.skin-theme-clientpref-night .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle{background:transparent!important}html.skin-theme-clientpref-night .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle a{color:var(--color-progressive)!important}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .sidebar:not(.notheme) .sidebar-list-title,html.skin-theme-clientpref-os .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle{background:transparent!important}html.skin-theme-clientpref-os .mw-parser-output .sidebar:not(.notheme) .sidebar-title-with-pretitle a{color:var(--color-progressive)!important}}@media print{body.ns-0 .mw-parser-output .sidebar{display:none!important}}</style><table class="sidebar nomobile nowraplinks hlist"><tbody><tr><td class="sidebar-pretitle">Part of <a href="/wiki/Category:Translation" title="Category:Translation">a series</a> on</td></tr><tr><th class="sidebar-title-with-pretitle" style="background:none;padding-top:0;"><a href="/wiki/Translation" title="Translation">Translation</a></th></tr><tr><td class="sidebar-image"><span typeof="mw:File"><a href="/wiki/File:%C3%86toms_-_Translation.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/4/4e/%C3%86toms_-_Translation.svg/100px-%C3%86toms_-_Translation.svg.png" decoding="async" width="100" height="100" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/4/4e/%C3%86toms_-_Translation.svg/150px-%C3%86toms_-_Translation.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/4e/%C3%86toms_-_Translation.svg/200px-%C3%86toms_-_Translation.svg.png 2x" data-file-width="500" data-file-height="500" /></a></span></td></tr><tr><th class="sidebar-heading" style="background:antiquewhite;"> Types</th></tr><tr><td class="sidebar-content"> <ul><li><a href="/wiki/Legal_translation" title="Legal translation">Legal</a></li> <li><a href="/wiki/Translation#Literary_translation" title="Translation">Literary</a></li> <li><a href="/wiki/Bible_translations" title="Bible translations">Bible</a></li> <li><a href="/wiki/Quran_translations" title="Quran translations">Quran</a></li> <li><a href="/wiki/Tirukkural_translations" title="Tirukkural translations">Kural</a></li> <li><a href="/wiki/Linguistic_validation" title="Linguistic validation">Linguistic validation</a></li> <li><a href="/wiki/Medical_translation" title="Medical translation">Medical</a></li> <li><a href="/wiki/Regulatory_translation" title="Regulatory translation">Regulatory</a></li> <li><a href="/wiki/Technical_translation" title="Technical translation">Technical</a></li> <li><a href="/wiki/Language_interpretation" title="Language interpretation">Interpretation</a></li> <li><a href="/wiki/Cultural_translation" title="Cultural translation">Cultural</a></li> <li><a href="/wiki/Literal_translation" title="Literal translation">Word-for-word</a></li> <li><a href="/wiki/Sense-for-sense_translation" title="Sense-for-sense translation">Sense-for-sense</a></li> <li><a href="/wiki/Homophonic_translation" title="Homophonic translation">Homophonic</a></li></ul></td> </tr><tr><th class="sidebar-heading" style="background:antiquewhite;"> Theory</th></tr><tr><td class="sidebar-content"> <ul><li><a href="/wiki/Translation_studies" title="Translation studies">Translation studies</a></li> <li><a href="/wiki/Skopos_theory" title="Skopos theory">Skopos theory</a></li> <li><a href="/wiki/Translation_project" title="Translation project">Translation project</a></li> <li><a href="/wiki/Translation_criticism" title="Translation criticism">Translation criticism</a></li> <li><a href="/wiki/Dynamic_and_formal_equivalence" class="mw-redirect" title="Dynamic and formal equivalence">Dynamic and formal equivalence</a></li> <li><a href="/wiki/Contrastive_linguistics" title="Contrastive linguistics">Contrastive linguistics</a></li> <li><a href="/wiki/Polysystem_theory" title="Polysystem theory">Polysystem theory</a></li></ul></td> </tr><tr><th class="sidebar-heading" style="background:antiquewhite;"> Technologies</th></tr><tr><td class="sidebar-content"> <ul><li><a href="/wiki/Computer-assisted_translation" title="Computer-assisted translation">CAT</a></li> <li><a href="/wiki/Machine_translation" title="Machine translation">Machine translation</a></li> <li><a href="/wiki/Mobile_translation" title="Mobile translation">Mobile translation</a></li> <li><a href="/wiki/Translation_management_system" title="Translation management system">Translation management system</a></li> <li><a href="/wiki/Dubbing" title="Dubbing">Dubbing</a></li> <li><a href="/wiki/Subtitles" title="Subtitles">Subtitling</a></li> <li><a href="/wiki/Pre-editing" title="Pre-editing">Pre-editing</a></li> <li><a href="/wiki/Postediting" title="Postediting">Postediting</a></li> <li><a href="/wiki/Multimedia_translation" title="Multimedia translation">Multimedia translation</a></li></ul></td> </tr><tr><th class="sidebar-heading" style="background:antiquewhite;"> Localization</th></tr><tr><td class="sidebar-content"> <ul><li><a href="/wiki/Glocalization" title="Glocalization">Glocalization</a></li> <li><a href="/wiki/Internationalization_and_localization" title="Internationalization and localization">Internationalization and localization</a></li> <li><a href="/wiki/Language_localisation" title="Language localisation">Language localization</a></li> <li><a href="/wiki/Video_game_localization" title="Video game localization">Video game localization</a></li> <li><a href="/wiki/Dubbing_(filmmaking)#Localization" class="mw-redirect" title="Dubbing (filmmaking)">Dub localization</a></li> <li><a href="/wiki/Website_localization" title="Website localization">Website localization</a></li> <li><a href="/wiki/Internationalization_and_localization" title="Internationalization and localization">Software localization</a></li></ul></td> </tr><tr><th class="sidebar-heading" style="background:antiquewhite;"> Institutional</th></tr><tr><td class="sidebar-content"> <ul><li><a href="/wiki/Category:Translation_associations" title="Category:Translation associations">Associations</a></li> <li><a href="/wiki/Category:Translation_awards" title="Category:Translation awards">Awards</a></li> <li><a href="/wiki/Category:Translation_organizations" title="Category:Translation organizations">Organizations</a></li> <li><a href="/wiki/Category:Translation_and_interpreting_schools" title="Category:Translation and interpreting schools">Schools</a></li></ul></td> </tr><tr><th class="sidebar-heading" style="background:antiquewhite;"> Related topics</th></tr><tr><td class="sidebar-content"> <ul><li><a href="/wiki/Untranslatability" title="Untranslatability">Untranslatability</a></li> <li><a href="/wiki/Transcription_(linguistics)" title="Transcription (linguistics)">Transcription</a></li> <li><a href="/wiki/Transliteration" title="Transliteration">Transliteration</a></li> <li><a href="/wiki/Video_relay_service" title="Video relay service">Video relay service</a> (VRS)</li> <li><a href="/wiki/Telephone_interpreting" title="Telephone interpreting">Telephone interpreting</a></li> <li><a href="/wiki/Language_barrier" title="Language barrier">Language barrier</a></li> <li><a href="/wiki/Fan_translation" title="Fan translation">Fan translation</a> (<a href="/wiki/Fan_translation_of_video_games" title="Fan translation of video games">of video games</a>)</li> <li><a href="/wiki/Fansub" title="Fansub">Fansub</a></li> <li><a href="/wiki/Fandub" title="Fandub">Fandub</a></li> <li><a href="/wiki/Scanlation" title="Scanlation">Scanlation</a></li> <li><a href="/wiki/Journalistic_translation" title="Journalistic translation">Journalistic translation</a></li> <li><a href="/wiki/Category:Translation_publications" title="Category:Translation publications">Books and magazines on translation</a></li> <li><a href="/wiki/Category:Bible_translations_by_language" title="Category:Bible translations by language">Bible translations by language</a></li> <li><a href="/wiki/Category:Translations" title="Category:Translations">Translated books</a> <ul><li><a href="/wiki/List_of_literary_works_by_number_of_translations" title="List of literary works by number of translations">List of most translated works</a></li></ul></li> <li><a href="/wiki/Category:Translators" title="Category:Translators">Translators</a></li> <li><a href="/wiki/List_of_Tirukkural_translations_by_language" class="mw-redirect" title="List of Tirukkural translations by language">Kural translations by language</a></li></ul></td> </tr><tr><td class="sidebar-navbar"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><style data-mw-deduplicate="TemplateStyles:r1239400231">.mw-parser-output .navbar{display:inline;font-size:88%;font-weight:normal}.mw-parser-output .navbar-collapse{float:left;text-align:left}.mw-parser-output .navbar-boxtext{word-spacing:0}.mw-parser-output .navbar ul{display:inline-block;white-space:nowrap;line-height:inherit}.mw-parser-output .navbar-brackets::before{margin-right:-0.125em;content:"[ "}.mw-parser-output .navbar-brackets::after{margin-left:-0.125em;content:" ]"}.mw-parser-output .navbar li{word-spacing:-0.125em}.mw-parser-output .navbar a>span,.mw-parser-output .navbar a>abbr{text-decoration:inherit}.mw-parser-output .navbar-mini abbr{font-variant:small-caps;border-bottom:none;text-decoration:none;cursor:inherit}.mw-parser-output .navbar-ct-full{font-size:114%;margin:0 7em}.mw-parser-output .navbar-ct-mini{font-size:114%;margin:0 4em}html.skin-theme-clientpref-night .mw-parser-output .navbar li a abbr{color:var(--color-base)!important}@media(prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .navbar li a abbr{color:var(--color-base)!important}}@media print{.mw-parser-output .navbar{display:none!important}}</style><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Translation_info" title="Template:Translation info"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Translation_info" title="Template talk:Translation info"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Translation_info" title="Special:EditPage/Template:Translation info"><abbr title="Edit this template">e</abbr></a></li></ul></div></td></tr></tbody></table> <p><b>Google Neural Machine Translation</b> (GNMT) was a <a href="/wiki/Neural_machine_translation" title="Neural machine translation">neural machine translation</a> (NMT) system developed by Google and introduced in November 2016 that used an <a href="/wiki/Artificial_neural_network" class="mw-redirect" title="Artificial neural network">artificial neural network</a> to increase fluency and accuracy in <a href="/wiki/Google_Translate" title="Google Translate">Google Translate</a>.<sup id="cite_ref-GT_Turovsky_2016_1-0" class="reference"><a href="#cite_note-GT_Turovsky_2016-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-googleblog_GNMT_2016_2-0" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-freecodecamp_Fewster_3-0" class="reference"><a href="#cite_note-freecodecamp_Fewster-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-GT_Wu_Paper_4-0" class="reference"><a href="#cite_note-GT_Wu_Paper-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup> The neural network consisted of two main blocks, an encoder and a decoder, both of <a href="/wiki/LSTM" class="mw-redirect" title="LSTM">LSTM</a> architecture with 8 1024-wide layers each and a simple 1-layer 1024-wide <a href="/wiki/Feedforward_neural_network" title="Feedforward neural network">feedforward</a> <a href="/wiki/Attention_(machine_learning)" title="Attention (machine learning)">attention mechanism</a> connecting them.<sup id="cite_ref-GT_Wu_Paper_4-1" class="reference"><a href="#cite_note-GT_Wu_Paper-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-5" class="reference"><a href="#cite_note-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> The total number of parameters has been variously described as over 160 million,<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> <span lang="en-in" dir="ltr">approximately</span> 210 million,<sup id="cite_ref-7" class="reference"><a href="#cite_note-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup> 278 million<sup id="cite_ref-8" class="reference"><a href="#cite_note-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> or 380 million.<sup id="cite_ref-9" class="reference"><a href="#cite_note-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> It used WordPiece <a href="/wiki/Lexical_analysis" title="Lexical analysis">tokenizer</a>, and <a href="/wiki/Beam_search" title="Beam search">beam search</a> decoding strategy. It ran on <a href="/wiki/Tensor_Processing_Unit" title="Tensor Processing Unit">Tensor Processing Units</a>. </p><p>By 2020, the system had been replaced by another deep learning system based on a Transformer encoder and an RNN decoder.<sup id="cite_ref-10" class="reference"><a href="#cite_note-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup> </p><p>GNMT improved on the quality of translation by applying an <a href="/wiki/Example-based_machine_translation" title="Example-based machine translation">example-based</a> (EBMT) <a href="/wiki/Machine_translation" title="Machine translation">machine translation</a> method in which the system learns from millions of examples of language translation.<sup id="cite_ref-googleblog_GNMT_2016_2-1" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> GNMT's proposed architecture of system learning was first tested on over a hundred languages supported by Google Translate.<sup id="cite_ref-googleblog_GNMT_2016_2-2" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> With the large end-to-end framework, the system learns over time to create better, more natural translations.<sup id="cite_ref-GT_Turovsky_2016_1-1" class="reference"><a href="#cite_note-GT_Turovsky_2016-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> GNMT attempts to translate whole sentences at a time, rather than just piece by piece.<sup id="cite_ref-GT_Turovsky_2016_1-2" class="reference"><a href="#cite_note-GT_Turovsky_2016-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> The GNMT network can undertake <a href="/wiki/Interlingual_machine_translation" title="Interlingual machine translation">interlingual machine translation</a> by encoding the semantics of the sentence, rather than by memorizing phrase-to-phrase translations.<sup id="cite_ref-googleblog_GNMT_2016_2-3" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-Biotet_11-0" class="reference"><a href="#cite_note-Biotet-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> </p> <meta property="mw:PageProp/toc" /> <div class="mw-heading mw-heading2"><h2 id="History">History</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_Neural_Machine_Translation&action=edit&section=1" title="Edit section: History"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The <a href="/wiki/Google_Brain" title="Google Brain">Google Brain</a> project was established in 2011 in the "secretive Google X research lab"<sup id="cite_ref-technologyreview_Ng_12-0" class="reference"><a href="#cite_note-technologyreview_Ng-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup> by Google Fellow <a href="/wiki/Jeff_Dean_(computer_scientist)" class="mw-redirect" title="Jeff Dean (computer scientist)">Jeff Dean</a>, Google Researcher <a href="/w/index.php?title=Greg_Corrado&action=edit&redlink=1" class="new" title="Greg Corrado (page does not exist)">Greg Corrado</a>, and <a href="/wiki/Stanford_University" title="Stanford University">Stanford University</a> Computer Science professor <a href="/wiki/Andrew_Ng" title="Andrew Ng">Andrew Ng</a>.<sup id="cite_ref-ng-dean-blog_13-0" class="reference"><a href="#cite_note-ng-dean-blog-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-youtube_14-0" class="reference"><a href="#cite_note-youtube-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-nyt-cats_15-0" class="reference"><a href="#cite_note-nyt-cats-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> Ng's work has led to some of the biggest breakthroughs at Google and Stanford.<sup id="cite_ref-technologyreview_Ng_12-1" class="reference"><a href="#cite_note-technologyreview_Ng-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup> </p><p>In November 2016, Google Neural Machine Translation system (GNMT) was introduced. Since then, Google Translate began using neural machine translation (NMT) in preference to its previous <a href="/wiki/Statistical_machine_translation" title="Statistical machine translation">statistical methods</a> (SMT)<sup id="cite_ref-GT_Turovsky_2016_1-3" class="reference"><a href="#cite_note-GT_Turovsky_2016-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-theregister_2016_Nov_16-0" class="reference"><a href="#cite_note-theregister_2016_Nov-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-NYT_2016_AI_17-0" class="reference"><a href="#cite_note-NYT_2016_AI-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-18" class="reference"><a href="#cite_note-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup> which had been used since October 2007, with its proprietary, in-house SMT technology.<sup id="cite_ref-19" class="reference"><a href="#cite_note-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-20" class="reference"><a href="#cite_note-20"><span class="cite-bracket">[</span>20<span class="cite-bracket">]</span></a></sup> </p><p>Training GNMT was a big effort at the time and took, by a 2021 OpenAI estimate, on the order of 100 PFLOP/s*day (up to 10<sup>22</sup> FLOPs) of compute which was 1.5 orders of magnitude larger than <a href="/wiki/Seq2seq" title="Seq2seq">Seq2seq</a> model of 2014<sup id="cite_ref-21" class="reference"><a href="#cite_note-21"><span class="cite-bracket">[</span>21<span class="cite-bracket">]</span></a></sup> (but about 2x smaller than <a href="/wiki/GPT-J" title="GPT-J">GPT-J-6B</a> in 2021<sup id="cite_ref-22" class="reference"><a href="#cite_note-22"><span class="cite-bracket">[</span>22<span class="cite-bracket">]</span></a></sup>). </p><p>Google Translate's NMT system uses a large artificial neural network capable of <a href="/wiki/Deep_learning" title="Deep learning">deep learning</a>.<sup id="cite_ref-GT_Turovsky_2016_1-4" class="reference"><a href="#cite_note-GT_Turovsky_2016-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-googleblog_GNMT_2016_2-4" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-freecodecamp_Fewster_3-1" class="reference"><a href="#cite_note-freecodecamp_Fewster-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> By using millions of examples, GNMT improves the quality of translation,<sup id="cite_ref-googleblog_GNMT_2016_2-5" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> using broader context to deduce the most relevant translation. The result is then rearranged and adapted to approach grammatically based human language.<sup id="cite_ref-GT_Turovsky_2016_1-5" class="reference"><a href="#cite_note-GT_Turovsky_2016-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> GNMT's proposed architecture of system learning was first tested on over a hundred languages supported by Google Translate.<sup id="cite_ref-googleblog_GNMT_2016_2-6" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> GNMT did not create its own universal interlingua but rather aimed at finding the commonality between many languages using insights from psychology and linguistics.<sup id="cite_ref-interlingua_2017_23-0" class="reference"><a href="#cite_note-interlingua_2017-23"><span class="cite-bracket">[</span>23<span class="cite-bracket">]</span></a></sup> The new translation engine was first enabled for eight languages: to and from English and French, German, Spanish, Portuguese, Chinese, Japanese, Korean and Turkish in November 2016.<sup id="cite_ref-Neural_Machine_Translation_24-0" class="reference"><a href="#cite_note-Neural_Machine_Translation-24"><span class="cite-bracket">[</span>24<span class="cite-bracket">]</span></a></sup> In March 2017, three additional languages were enabled: Russian, Hindi and Vietnamese along with Thai for which support was added later.<sup id="cite_ref-25" class="reference"><a href="#cite_note-25"><span class="cite-bracket">[</span>25<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-26" class="reference"><a href="#cite_note-26"><span class="cite-bracket">[</span>26<span class="cite-bracket">]</span></a></sup> Support for Hebrew and Arabic was also added with help from the Google Translate Community in the same month.<sup id="cite_ref-27" class="reference"><a href="#cite_note-27"><span class="cite-bracket">[</span>27<span class="cite-bracket">]</span></a></sup> In mid April 2017 Google Netherlands announced support for Dutch and other European languages related to English.<sup id="cite_ref-28" class="reference"><a href="#cite_note-28"><span class="cite-bracket">[</span>28<span class="cite-bracket">]</span></a></sup> Further support was added for nine Indian languages: Hindi, Bengali, Marathi, Gujarati, Punjabi, Tamil, Telugu, Malayalam and Kannada at the end of April 2017.<sup id="cite_ref-29" class="reference"><a href="#cite_note-29"><span class="cite-bracket">[</span>29<span class="cite-bracket">]</span></a></sup> </p><p>By 2020, Google had changed methodology to use a different neural network system based on <a href="/wiki/Transformer_(deep_learning_architecture)" title="Transformer (deep learning architecture)">transformers</a>, and had phased out NMT.<sup id="cite_ref-30" class="reference"><a href="#cite_note-30"><span class="cite-bracket">[</span>30<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Evaluation">Evaluation</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_Neural_Machine_Translation&action=edit&section=2" title="Edit section: Evaluation"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The GNMT system was said to represent an improvement over the former Google Translate in that it will be able to handle "zero-shot translation", that is it directly translates one language into another. For example, it might be trained just for Japanese-English and Korean-English translation, but can perform Japanese-Korean translation. The system appears to have learned to produce a language-independent intermediate representation of language (an "<a href="/wiki/Interlingual_machine_translation" title="Interlingual machine translation">interlingua</a>"), which allows it to perform zero-shot translation by converting from and to the interlingua.<sup id="cite_ref-googleblog_GNMT_2016_2-7" class="reference"><a href="#cite_note-googleblog_GNMT_2016-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> Google Translate previously first translated the <a href="/wiki/Source_language_(translation)" class="mw-redirect" title="Source language (translation)">source language</a> into English and then translated the English into the <a href="/wiki/Target_language_(translation)" class="mw-redirect" title="Target language (translation)">target language</a> rather than translating directly from one language to another.<sup id="cite_ref-Biotet_11-1" class="reference"><a href="#cite_note-Biotet-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> </p><p>A July 2019 study in <i><a href="/wiki/Annals_of_Internal_Medicine" title="Annals of Internal Medicine">Annals of Internal Medicine</a></i> found that "Google Translate is a viable, accurate tool for translating non–English-language trials". Only one disagreement between reviewers reading machine-translated trials was due to a translation error. Since many medical studies are excluded from systematic reviews because the reviewers do not understand the language, GNMT has the potential to reduce bias and improve accuracy in such reviews.<sup id="cite_ref-31" class="reference"><a href="#cite_note-31"><span class="cite-bracket">[</span>31<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Languages_supported_by_GNMT">Languages supported by GNMT</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_Neural_Machine_Translation&action=edit&section=3" title="Edit section: Languages supported by GNMT"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>As of December 2021, all of the languages of <a href="/wiki/Google_Translate" title="Google Translate">Google Translate</a> support GNMT, with Latin being the most recent addition. </p> <div style="clear:both;" class=""></div> <style data-mw-deduplicate="TemplateStyles:r1184024115">.mw-parser-output .div-col{margin-top:0.3em;column-width:30em}.mw-parser-output .div-col-small{font-size:90%}.mw-parser-output .div-col-rules{column-rule:1px solid #aaa}.mw-parser-output .div-col dl,.mw-parser-output .div-col ol,.mw-parser-output .div-col ul{margin-top:0}.mw-parser-output .div-col li,.mw-parser-output .div-col dd{page-break-inside:avoid;break-inside:avoid-column}</style><div class="div-col" style="column-width: 16em;"> <ol><li><a href="/wiki/Afrikaans" title="Afrikaans">Afrikaans</a></li> <li><a href="/wiki/Albanian_language" title="Albanian language">Albanian</a></li> <li><a href="/wiki/Amharic" title="Amharic">Amharic</a></li> <li><a href="/wiki/Arabic" title="Arabic">Arabic</a></li> <li><a href="/wiki/Armenian_language" title="Armenian language">Armenian</a></li> <li><a href="/wiki/Azerbaijani_language" title="Azerbaijani language">Azerbaijani</a></li> <li><a href="/wiki/Basque_language" title="Basque language">Basque</a></li> <li><a href="/wiki/Belarusian_language" title="Belarusian language">Belarusian</a></li> <li><a href="/wiki/Bengali_language" title="Bengali language">Bengali</a></li> <li><a href="/wiki/Bosnian_language" title="Bosnian language">Bosnian</a></li> <li><a href="/wiki/Bulgarian_language" title="Bulgarian language">Bulgarian</a></li> <li><a href="/wiki/Burmese_language" title="Burmese language">Burmese</a></li> <li><a href="/wiki/Catalan_language" title="Catalan language">Catalan</a></li> <li><a href="/wiki/Cebuano_language" title="Cebuano language">Cebuano</a></li> <li><a href="/wiki/Chewa_language" title="Chewa language">Chewa</a></li> <li><a href="/wiki/Chinese_language" title="Chinese language">Chinese</a> (<a href="/wiki/Simplified_Chinese_characters" title="Simplified Chinese characters">Simplified</a>)</li> <li><a href="/wiki/Chinese_language" title="Chinese language">Chinese</a> (<a href="/wiki/Traditional_Chinese_characters" title="Traditional Chinese characters">Traditional</a>)</li> <li><a href="/wiki/Corsican_language" title="Corsican language">Corsican</a></li> <li><a href="/wiki/Croatian_language" title="Croatian language">Croatian</a></li> <li><a href="/wiki/Czech_language" title="Czech language">Czech</a></li> <li><a href="/wiki/Danish_language" title="Danish language">Danish</a></li> <li><a href="/wiki/Dutch_language" title="Dutch language">Dutch</a></li> <li><a href="/wiki/English_language" title="English language">English</a></li> <li><a href="/wiki/Esperanto" title="Esperanto">Esperanto</a></li> <li><a href="/wiki/Estonian_language" title="Estonian language">Estonian</a></li> <li><a href="/wiki/Filipino_language" title="Filipino language">Filipino</a> (<a href="/wiki/Tagalog_language" title="Tagalog language">Tagalog</a>)</li> <li><a href="/wiki/Finnish_language" title="Finnish language">Finnish</a></li> <li><a href="/wiki/French_language" title="French language">French</a></li> <li><a href="/wiki/Galician_language" title="Galician language">Galician</a></li> <li><a href="/wiki/Georgian_language" title="Georgian language">Georgian</a></li> <li><a href="/wiki/German_language" title="German language">German</a></li> <li><a href="/wiki/Greek_language" title="Greek language">Greek</a></li> <li><a href="/wiki/Gujarati_language" title="Gujarati language">Gujarati</a></li> <li><a href="/wiki/Haitian_Creole" title="Haitian Creole">Haitian Creole</a></li> <li><a href="/wiki/Hausa_language" title="Hausa language">Hausa</a></li> <li><a href="/wiki/Hawaiian_language" title="Hawaiian language">Hawaiian</a></li> <li><a href="/wiki/Hebrew_language" title="Hebrew language">Hebrew</a></li> <li><a href="/wiki/Hindi" title="Hindi">Hindi</a></li> <li><a href="/wiki/Hmong_language" title="Hmong language">Hmong</a></li> <li><a href="/wiki/Hungarian_language" title="Hungarian language">Hungarian</a></li> <li><a href="/wiki/Icelandic_language" title="Icelandic language">Icelandic</a></li> <li><a href="/wiki/Igbo_language" title="Igbo language">Igbo</a></li> <li><a href="/wiki/Indonesian_language" title="Indonesian language">Indonesian</a></li> <li><a href="/wiki/Irish_language" title="Irish language">Irish</a></li> <li><a href="/wiki/Italian_language" title="Italian language">Italian</a></li> <li><a href="/wiki/Japanese_language" title="Japanese language">Japanese</a></li> <li><a href="/wiki/Javanese_language" title="Javanese language">Javanese</a></li> <li><a href="/wiki/Kannada" title="Kannada">Kannada</a></li> <li><a href="/wiki/Kazakh_language" title="Kazakh language">Kazakh</a></li> <li><a href="/wiki/Khmer_language" title="Khmer language">Khmer</a></li> <li><a href="/wiki/Kinyarwanda" title="Kinyarwanda">Kinyarwanda</a></li> <li><a href="/wiki/Korean_language" title="Korean language">Korean</a></li> <li><a href="/wiki/Kurdish_languages" class="mw-redirect" title="Kurdish languages">Kurdish</a> (<a href="/wiki/Kurmanji" title="Kurmanji">Kurmanji</a>)</li> <li><a href="/wiki/Kyrgyz_language" title="Kyrgyz language">Kyrgyz</a></li> <li><a href="/wiki/Lao_language" title="Lao language">Lao</a></li> <li><a href="/wiki/Latin" title="Latin">Latin</a></li> <li><a href="/wiki/Latvian_language" title="Latvian language">Latvian</a></li> <li><a href="/wiki/Lithuanian_language" title="Lithuanian language">Lithuanian</a></li> <li><a href="/wiki/Luxembourgish" title="Luxembourgish">Luxembourgish</a></li> <li><a href="/wiki/Macedonian_language" title="Macedonian language">Macedonian</a></li> <li><a href="/wiki/Malagasy_language" title="Malagasy language">Malagasy</a></li> <li><a href="/wiki/Malay_language" title="Malay language">Malay</a></li> <li><a href="/wiki/Malayalam" title="Malayalam">Malayalam</a></li> <li><a href="/wiki/Maltese_language" title="Maltese language">Maltese</a></li> <li><a href="/wiki/M%C4%81ori_language" title="Māori language">Maori</a></li> <li><a href="/wiki/Marathi_language" title="Marathi language">Marathi</a></li> <li><a href="/wiki/Mongolian_language" title="Mongolian language">Mongolian</a></li> <li><a href="/wiki/Nepali_language" title="Nepali language">Nepali</a></li> <li><a href="/wiki/Norwegian_language" title="Norwegian language">Norwegian</a> (<a href="/wiki/Bokm%C3%A5l" title="Bokmål">Bokmål</a>)</li> <li><a href="/wiki/Odia_language" title="Odia language">Odia</a></li> <li><a href="/wiki/Pashto" title="Pashto">Pashto</a></li> <li><a href="/wiki/Persian_language" title="Persian language">Persian</a></li> <li><a href="/wiki/Polish_language" title="Polish language">Polish</a></li> <li><a href="/wiki/Portuguese_language" title="Portuguese language">Portuguese</a></li> <li><a href="/wiki/Punjabi_language" title="Punjabi language">Punjabi</a> (<a href="/wiki/Gurmukhi" title="Gurmukhi">Gurmukhi</a>)</li> <li><a href="/wiki/Romanian_language" title="Romanian language">Romanian</a></li> <li><a href="/wiki/Russian_language" title="Russian language">Russian</a></li> <li><a href="/wiki/Samoan_language" title="Samoan language">Samoan</a></li> <li><a href="/wiki/Scottish_Gaelic" title="Scottish Gaelic">Scottish Gaelic</a></li> <li><a href="/wiki/Serbian_language" title="Serbian language">Serbian</a></li> <li><a href="/wiki/Shona_language" title="Shona language">Shona</a></li> <li><a href="/wiki/Sindhi_language" title="Sindhi language">Sindhi</a></li> <li><a href="/wiki/Sinhala_language" title="Sinhala language">Sinhala</a></li> <li><a href="/wiki/Slovak_language" title="Slovak language">Slovak</a></li> <li><a href="/wiki/Slovene_language" title="Slovene language">Slovenian</a></li> <li><a href="/wiki/Somali_language" title="Somali language">Somali</a></li> <li><a href="/wiki/Sotho_language" title="Sotho language">Sotho</a></li> <li><a href="/wiki/Spanish_language" title="Spanish language">Spanish</a></li> <li><a href="/wiki/Sundanese_language" title="Sundanese language">Sundanese</a></li> <li><a href="/wiki/Swahili_language" title="Swahili language">Swahili</a></li> <li><a href="/wiki/Swedish_language" title="Swedish language">Swedish</a></li> <li><a href="/wiki/Tajik_language" title="Tajik language">Tajik</a></li> <li><a href="/wiki/Tamil_language" title="Tamil language">Tamil</a></li> <li><a href="/wiki/Tatar_language" title="Tatar language">Tatar</a></li> <li><a href="/wiki/Telugu_language" title="Telugu language">Telugu</a></li> <li><a href="/wiki/Thai_language" title="Thai language">Thai</a></li> <li><a href="/wiki/Turkish_language" title="Turkish language">Turkish</a></li> <li><a href="/wiki/Turkmen_language" title="Turkmen language">Turkmen</a></li> <li><a href="/wiki/Ukrainian_language" title="Ukrainian language">Ukrainian</a></li> <li><a href="/wiki/Urdu" title="Urdu">Urdu</a></li> <li><a href="/wiki/Uyghur_language" title="Uyghur language">Uyghur</a></li> <li><a href="/wiki/Uzbek_language" title="Uzbek language">Uzbek</a></li> <li><a href="/wiki/Vietnamese_language" title="Vietnamese language">Vietnamese</a></li> <li><a href="/wiki/Welsh_language" title="Welsh language">Welsh</a></li> <li><a href="/wiki/West_Frisian_language" title="West Frisian language">West Frisian</a></li> <li><a href="/wiki/Xhosa_language" title="Xhosa language">Xhosa</a></li> <li><a href="/wiki/Yiddish" title="Yiddish">Yiddish</a></li> <li><a href="/wiki/Yoruba_language" title="Yoruba language">Yoruba</a></li> <li><a href="/wiki/Zulu_language" title="Zulu language">Zulu</a></li></ol> </div> <div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_Neural_Machine_Translation&action=edit&section=4" title="Edit section: See also"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1184024115"><div class="div-col" style="column-width: 30em;"> <ul><li><a href="/wiki/Example-based_machine_translation" title="Example-based machine translation">Example-based machine translation</a></li> <li><a href="/wiki/Rule-based_machine_translation" title="Rule-based machine translation">Rule-based machine translation</a></li> <li><a href="/wiki/Comparison_of_machine_translation_applications" title="Comparison of machine translation applications">Comparison of machine translation applications</a></li> <li><a href="/wiki/Statistical_machine_translation" title="Statistical machine translation">Statistical machine translation</a></li> <li><a href="/wiki/Artificial_intelligence" title="Artificial intelligence">Artificial intelligence</a></li> <li><a href="/wiki/Cache_language_model" title="Cache language model">Cache language model</a></li> <li><a href="/wiki/Computational_linguistics" title="Computational linguistics">Computational linguistics</a></li> <li><a href="/wiki/Computer-assisted_translation" title="Computer-assisted translation">Computer-assisted translation</a></li> <li><a href="/wiki/History_of_machine_translation" title="History of machine translation">History of machine translation</a></li> <li><a href="/wiki/List_of_emerging_technologies" title="List of emerging technologies">List of emerging technologies</a></li> <li><a href="/wiki/List_of_research_laboratories_for_machine_translation" title="List of research laboratories for machine translation">List of research laboratories for machine translation</a></li> <li><a href="/wiki/Neural_machine_translation" title="Neural machine translation">Neural machine translation</a></li> <li><a href="/wiki/Machine_translation" title="Machine translation">Machine translation</a></li> <li><a href="/wiki/Universal_translator" title="Universal translator">Universal translator</a></li></ul> </div> <div class="mw-heading mw-heading2"><h2 id="References">References</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Google_Neural_Machine_Translation&action=edit&section=5" title="Edit section: References"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1239543626">.mw-parser-output .reflist{margin-bottom:0.5em;list-style-type:decimal}@media screen{.mw-parser-output .reflist{font-size:90%}}.mw-parser-output .reflist .references{font-size:100%;margin-bottom:0;list-style-type:inherit}.mw-parser-output .reflist-columns-2{column-width:30em}.mw-parser-output .reflist-columns-3{column-width:25em}.mw-parser-output .reflist-columns{margin-top:0.3em}.mw-parser-output .reflist-columns ol{margin-top:0}.mw-parser-output .reflist-columns li{page-break-inside:avoid;break-inside:avoid-column}.mw-parser-output .reflist-upper-alpha{list-style-type:upper-alpha}.mw-parser-output .reflist-upper-roman{list-style-type:upper-roman}.mw-parser-output .reflist-lower-alpha{list-style-type:lower-alpha}.mw-parser-output .reflist-lower-greek{list-style-type:lower-greek}.mw-parser-output .reflist-lower-roman{list-style-type:lower-roman}</style><div class="reflist"> <div class="mw-references-wrap mw-references-columns"><ol class="references"> <li id="cite_note-GT_Turovsky_2016-1"><span class="mw-cite-backlink">^ <a href="#cite_ref-GT_Turovsky_2016_1-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-GT_Turovsky_2016_1-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-GT_Turovsky_2016_1-2"><sup><i><b>c</b></i></sup></a> <a href="#cite_ref-GT_Turovsky_2016_1-3"><sup><i><b>d</b></i></sup></a> <a href="#cite_ref-GT_Turovsky_2016_1-4"><sup><i><b>e</b></i></sup></a> <a href="#cite_ref-GT_Turovsky_2016_1-5"><sup><i><b>f</b></i></sup></a></span> <span class="reference-text"><style data-mw-deduplicate="TemplateStyles:r1238218222">.mw-parser-output cite.citation{font-style:inherit;word-wrap:break-word}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation:target{background-color:rgba(0,127,255,0.133)}.mw-parser-output .id-lock-free.id-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited.id-lock-limited a,.mw-parser-output .id-lock-registration.id-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription.id-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg")right 0.1em center/12px no-repeat}body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-free a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-limited a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-registration a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-subscription a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .cs1-ws-icon a{background-size:contain;padding:0 1em 0 0}.mw-parser-output .cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;color:var(--color-error,#d33)}.mw-parser-output .cs1-visible-error{color:var(--color-error,#d33)}.mw-parser-output .cs1-maint{display:none;color:#085;margin-left:0.3em}.mw-parser-output .cs1-kern-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}@media screen{.mw-parser-output .cs1-format{font-size:95%}html.skin-theme-clientpref-night .mw-parser-output .cs1-maint{color:#18911f}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .cs1-maint{color:#18911f}}</style><cite id="CITEREFBarak_Turovsky2016" class="citation cs2">Barak Turovsky (November 15, 2016), <a rel="nofollow" class="external text" href="https://blog.google/products/translate/found-translation-more-accurate-fluent-sentences-google-translate/">"Found in translation: More accurate, fluent sentences in Google Translate"</a>, <i>Google Blog</i><span class="reference-accessdate">, retrieved <span class="nowrap">January 11,</span> 2017</span></cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Google+Blog&rft.atitle=Found+in+translation%3A+More+accurate%2C+fluent+sentences+in+Google+Translate&rft.date=2016-11-15&rft.au=Barak+Turovsky&rft_id=https%3A%2F%2Fblog.google%2Fproducts%2Ftranslate%2Ffound-translation-more-accurate-fluent-sentences-google-translate%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-googleblog_GNMT_2016-2"><span class="mw-cite-backlink">^ <a href="#cite_ref-googleblog_GNMT_2016_2-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-googleblog_GNMT_2016_2-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-googleblog_GNMT_2016_2-2"><sup><i><b>c</b></i></sup></a> <a href="#cite_ref-googleblog_GNMT_2016_2-3"><sup><i><b>d</b></i></sup></a> <a href="#cite_ref-googleblog_GNMT_2016_2-4"><sup><i><b>e</b></i></sup></a> <a href="#cite_ref-googleblog_GNMT_2016_2-5"><sup><i><b>f</b></i></sup></a> <a href="#cite_ref-googleblog_GNMT_2016_2-6"><sup><i><b>g</b></i></sup></a> <a href="#cite_ref-googleblog_GNMT_2016_2-7"><sup><i><b>h</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMike_SchusterMelvin_JohnsonNikhil_Thorat2016" class="citation cs2">Mike Schuster; Melvin Johnson; Nikhil Thorat (November 22, 2016), <a rel="nofollow" class="external text" href="https://research.googleblog.com/2016/11/zero-shot-translation-with-googles.html">"Zero-Shot Translation with Google's Multilingual Neural Machine Translation System"</a>, <i>Google Research Blog</i><span class="reference-accessdate">, retrieved <span class="nowrap">January 11,</span> 2017</span></cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=Google+Research+Blog&rft.atitle=Zero-Shot+Translation+with+Google%27s+Multilingual+Neural+Machine+Translation+System&rft.date=2016-11-22&rft.au=Mike+Schuster&rft.au=Melvin+Johnson&rft.au=Nikhil+Thorat&rft_id=https%3A%2F%2Fresearch.googleblog.com%2F2016%2F11%2Fzero-shot-translation-with-googles.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-freecodecamp_Fewster-3"><span class="mw-cite-backlink">^ <a href="#cite_ref-freecodecamp_Fewster_3-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-freecodecamp_Fewster_3-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFGil_Fewster2017" class="citation cs2">Gil Fewster (January 5, 2017), <a rel="nofollow" class="external text" href="https://medium.freecodecamp.com/the-mind-blowing-ai-announcement-from-google-that-you-probably-missed-2ffd31334805#.msj1mdvbh">"The mind-blowing AI announcement from Google that you probably missed"</a>, <i>freeCodeCamp</i><span class="reference-accessdate">, retrieved <span class="nowrap">January 11,</span> 2017</span></cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=freeCodeCamp&rft.atitle=The+mind-blowing+AI+announcement+from+Google+that+you+probably+missed&rft.date=2017-01-05&rft.au=Gil+Fewster&rft_id=https%3A%2F%2Fmedium.freecodecamp.com%2Fthe-mind-blowing-ai-announcement-from-google-that-you-probably-missed-2ffd31334805%23.msj1mdvbh&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-GT_Wu_Paper-4"><span class="mw-cite-backlink">^ <a href="#cite_ref-GT_Wu_Paper_4-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-GT_Wu_Paper_4-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFWuSchusterChenLe2016" class="citation journal cs1">Wu, Yonghui; Schuster, Mike; Chen, Zhifeng; Le, Quoc V.; Norouzi, Mohammad (2016). "Google's neural machine translation system: Bridging the gap between human and machine translation". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/1609.08144">1609.08144</a></span>. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2016arXiv160908144W">2016arXiv160908144W</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Google%27s+neural+machine+translation+system%3A+Bridging+the+gap+between+human+and+machine+translation&rft.date=2016&rft_id=info%3Aarxiv%2F1609.08144&rft_id=info%3Abibcode%2F2016arXiv160908144W&rft.aulast=Wu&rft.aufirst=Yonghui&rft.au=Schuster%2C+Mike&rft.au=Chen%2C+Zhifeng&rft.au=Le%2C+Quoc+V.&rft.au=Norouzi%2C+Mohammad&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span> <span class="cs1-visible-error citation-comment"><code class="cs1-code">{{<a href="/wiki/Template:Cite_journal" title="Template:Cite journal">cite journal</a>}}</code>: </span><span class="cs1-visible-error citation-comment">Cite journal requires <code class="cs1-code">|journal=</code> (<a href="/wiki/Help:CS1_errors#missing_periodical" title="Help:CS1 errors">help</a>)</span></span> </li> <li id="cite_note-5"><span class="mw-cite-backlink"><b><a href="#cite_ref-5">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://smerity.com/articles/2016/google_nmt_arch.html">"Peeking into the neural network architecture used for Google's Neural Machine Translation"</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Peeking+into+the+neural+network+architecture+used+for+Google%27s+Neural+Machine+Translation&rft_id=https%3A%2F%2Fsmerity.com%2Farticles%2F2016%2Fgoogle_nmt_arch.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-6"><span class="mw-cite-backlink"><b><a href="#cite_ref-6">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFQinZhangSunChen2021" class="citation arxiv cs1">Qin, Minghai; Zhang, Tianyun; Sun, Fei; Chen, Yen-Kuang; Fardad, Makan; Wang, Yanzhi; Xie, Yuan (2021). "Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/2112.10930">2112.10930</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.NE">cs.NE</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=Compact+Multi-level+Sparse+Neural+Networks+with+Input+Independent+Dynamic+Rerouting&rft.date=2021&rft_id=info%3Aarxiv%2F2112.10930&rft.aulast=Qin&rft.aufirst=Minghai&rft.au=Zhang%2C+Tianyun&rft.au=Sun%2C+Fei&rft.au=Chen%2C+Yen-Kuang&rft.au=Fardad%2C+Makan&rft.au=Wang%2C+Yanzhi&rft.au=Xie%2C+Yuan&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-7"><span class="mw-cite-backlink"><b><a href="#cite_ref-7">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://intellabs.github.io/nlp-architect/sparse_gnmt.html">"Compression of Google Neural Machine Translation Model – NLP Architect by Intel® AI Lab 0.5.5 documentation"</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Compression+of+Google+Neural+Machine+Translation+Model+%E2%80%93+NLP+Architect+by+Intel%C2%AE+AI+Lab+0.5.5+documentation&rft_id=https%3A%2F%2Fintellabs.github.io%2Fnlp-architect%2Fsparse_gnmt.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-8"><span class="mw-cite-backlink"><b><a href="#cite_ref-8">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFLangroudiKariaPanditKudithipudi2021" class="citation arxiv cs1">Langroudi, Hamed F.; Karia, Vedant; Pandit, Tej; Kudithipudi, Dhireesha (2021). "TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT". <a href="/wiki/ArXiv_(identifier)" class="mw-redirect" title="ArXiv (identifier)">arXiv</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://arxiv.org/abs/2104.02233">2104.02233</a></span> [<a rel="nofollow" class="external text" href="https://arxiv.org/archive/cs.LG">cs.LG</a>].</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=preprint&rft.jtitle=arXiv&rft.atitle=TENT%3A+Efficient+Quantization+of+Neural+Networks+on+the+tiny+Edge+with+Tapered+FixEd+PoiNT&rft.date=2021&rft_id=info%3Aarxiv%2F2104.02233&rft.aulast=Langroudi&rft.aufirst=Hamed+F.&rft.au=Karia%2C+Vedant&rft.au=Pandit%2C+Tej&rft.au=Kudithipudi%2C+Dhireesha&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-9"><span class="mw-cite-backlink"><b><a href="#cite_ref-9">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://nanonets.com/blog/data-augmentation-how-to-use-deep-learning-when-you-have-limited-data-part-2">"Data Augmentation | How to use Deep Learning when you have Limited Data"</a>. May 19, 2021.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Data+Augmentation+%26%23124%3B+How+to+use+Deep+Learning+when+you+have+Limited+Data&rft.date=2021-05-19&rft_id=https%3A%2F%2Fnanonets.com%2Fblog%2Fdata-augmentation-how-to-use-deep-learning-when-you-have-limited-data-part-2&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-10"><span class="mw-cite-backlink"><b><a href="#cite_ref-10">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://research.google/blog/recent-advances-in-google-translate/">"Recent Advances in Google Translate"</a>. <i>research.google</i><span class="reference-accessdate">. Retrieved <span class="nowrap">May 8,</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=research.google&rft.atitle=Recent+Advances+in+Google+Translate&rft_id=http%3A%2F%2Fresearch.google%2Fblog%2Frecent-advances-in-google-translate%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-Biotet-11"><span class="mw-cite-backlink">^ <a href="#cite_ref-Biotet_11-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-Biotet_11-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBoitetBlanchonSeligmanBellynck2010" class="citation web cs1">Boitet, Christian; Blanchon, Hervé; Seligman, Mark; Bellynck, Valérie (2010). <a rel="nofollow" class="external text" href="https://web.archive.org/web/20170329125916/http://www-clips.imag.fr/geta/herve.blanchon/Pdfs/NLP-KE-10.pdf">"MT on and for the Web"</a> <span class="cs1-format">(PDF)</span>. Archived from <a rel="nofollow" class="external text" href="http://www-clips.imag.fr/geta/herve.blanchon/Pdfs/NLP-KE-10.pdf">the original</a> <span class="cs1-format">(PDF)</span> on March 29, 2017<span class="reference-accessdate">. Retrieved <span class="nowrap">December 1,</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=MT+on+and+for+the+Web&rft.date=2010&rft.aulast=Boitet&rft.aufirst=Christian&rft.au=Blanchon%2C+Herv%C3%A9&rft.au=Seligman%2C+Mark&rft.au=Bellynck%2C+Val%C3%A9rie&rft_id=http%3A%2F%2Fwww-clips.imag.fr%2Fgeta%2Fherve.blanchon%2FPdfs%2FNLP-KE-10.pdf&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-technologyreview_Ng-12"><span class="mw-cite-backlink">^ <a href="#cite_ref-technologyreview_Ng_12-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-technologyreview_Ng_12-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFRobert_D._Hof2014" class="citation web cs1">Robert D. Hof (August 14, 2014). <a rel="nofollow" class="external text" href="https://www.technologyreview.com/s/530016/a-chinese-internet-giant-starts-to-dream/">"A Chinese Internet Giant Starts to Dream: Baidu is a fixture of online life in China, but it wants to become a global power. Can one of the world's leading artificial intelligence researchers help it challenge Silicon Valley's biggest companies?"</a>. <i>Technology Review</i><span class="reference-accessdate">. Retrieved <span class="nowrap">January 11,</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Technology+Review&rft.atitle=A+Chinese+Internet+Giant+Starts+to+Dream%3A+Baidu+is+a+fixture+of+online+life+in+China%2C+but+it+wants+to+become+a+global+power.+Can+one+of+the+world%27s+leading+artificial+intelligence+researchers+help+it+challenge+Silicon+Valley%27s+biggest+companies%3F&rft.date=2014-08-14&rft.au=Robert+D.+Hof&rft_id=https%3A%2F%2Fwww.technologyreview.com%2Fs%2F530016%2Fa-chinese-internet-giant-starts-to-dream%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-ng-dean-blog-13"><span class="mw-cite-backlink"><b><a href="#cite_ref-ng-dean-blog_13-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFJeff_Dean_and_Andrew_Ng2012" class="citation web cs1">Jeff Dean and Andrew Ng (June 26, 2012). <a rel="nofollow" class="external text" href="http://googleblog.blogspot.com/2012/06/using-large-scale-brain-simulations-for.html">"Using large-scale brain simulations for machine learning and A.I."</a> <i>Official Google Blog</i><span class="reference-accessdate">. Retrieved <span class="nowrap">January 26,</span> 2015</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Official+Google+Blog&rft.atitle=Using+large-scale+brain+simulations+for+machine+learning+and+A.I.&rft.date=2012-06-26&rft.au=Jeff+Dean+and+Andrew+Ng&rft_id=http%3A%2F%2Fgoogleblog.blogspot.com%2F2012%2F06%2Fusing-large-scale-brain-simulations-for.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-youtube-14"><span class="mw-cite-backlink"><b><a href="#cite_ref-youtube_14-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://www.youtube.com/watch?v=KELYHjq9Gbs">"Google's Large Scale Deep Neural Networks Project"</a>. <i><a href="/wiki/YouTube" title="YouTube">YouTube</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">October 25,</span> 2015</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=YouTube&rft.atitle=Google%27s+Large+Scale+Deep+Neural+Networks+Project&rft_id=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DKELYHjq9Gbs&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-nyt-cats-15"><span class="mw-cite-backlink"><b><a href="#cite_ref-nyt-cats_15-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFMarkoff2012" class="citation news cs1"><a href="/wiki/John_Markoff" title="John Markoff">Markoff, John</a> (June 25, 2012). <a rel="nofollow" class="external text" href="https://www.nytimes.com/2012/06/26/technology/in-a-big-network-of-computers-evidence-of-machine-learning.html?pagewanted=all">"How Many Computers to Identify a Cat? 16,000"</a>. <i><a href="/wiki/New_York_Times" class="mw-redirect" title="New York Times">New York Times</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">February 11,</span> 2014</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=New+York+Times&rft.atitle=How+Many+Computers+to+Identify+a+Cat%3F+16%2C000&rft.date=2012-06-25&rft.aulast=Markoff&rft.aufirst=John&rft_id=https%3A%2F%2Fwww.nytimes.com%2F2012%2F06%2F26%2Ftechnology%2Fin-a-big-network-of-computers-evidence-of-machine-learning.html%3Fpagewanted%3Dall&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-theregister_2016_Nov-16"><span class="mw-cite-backlink"><b><a href="#cite_ref-theregister_2016_Nov_16-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFKatyanna_Quach2016" class="citation cs2">Katyanna Quach (November 17, 2016), <a rel="nofollow" class="external text" href="https://www.theregister.co.uk/2016/11/17/googles_neural_net_translates_languages_not_trained_on">"Google's neural network learns to translate languages it hasn't been trained on: First time machine translation has used true transfer learning"</a>, <i>The Register</i><span class="reference-accessdate">, retrieved <span class="nowrap">January 11,</span> 2017</span></cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+Register&rft.atitle=Google%27s+neural+network+learns+to+translate+languages+it+hasn%27t+been+trained+on%3A+First+time+machine+translation+has+used+true+transfer+learning&rft.date=2016-11-17&rft.au=Katyanna+Quach&rft_id=https%3A%2F%2Fwww.theregister.co.uk%2F2016%2F11%2F17%2Fgoogles_neural_net_translates_languages_not_trained_on&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-NYT_2016_AI-17"><span class="mw-cite-backlink"><b><a href="#cite_ref-NYT_2016_AI_17-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFLewis-Kraus2016" class="citation news cs1">Lewis-Kraus, Gideon (December 14, 2016). <a rel="nofollow" class="external text" href="https://www.nytimes.com/2016/12/14/magazine/the-great-ai-awakening.html">"The Great A.I. Awakening"</a>. <i><a href="/wiki/The_New_York_Times" title="The New York Times">The New York Times</a></i><span class="reference-accessdate">. Retrieved <span class="nowrap">January 11,</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.jtitle=The+New+York+Times&rft.atitle=The+Great+A.I.+Awakening&rft.date=2016-12-14&rft.aulast=Lewis-Kraus&rft.aufirst=Gideon&rft_id=https%3A%2F%2Fwww.nytimes.com%2F2016%2F12%2F14%2Fmagazine%2Fthe-great-ai-awakening.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-18"><span class="mw-cite-backlink"><b><a href="#cite_ref-18">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFLeSchuster2016" class="citation web cs1">Le, Quoc; Schuster, Mike (September 27, 2016). <a rel="nofollow" class="external text" href="https://research.googleblog.com/2016/09/a-neural-network-for-machine.html">"A Neural Network for Machine Translation, at Production Scale"</a>. <i>Google Research Blog</i><span class="reference-accessdate">. Retrieved <span class="nowrap">December 1,</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google+Research+Blog&rft.atitle=A+Neural+Network+for+Machine+Translation%2C+at+Production+Scale&rft.date=2016-09-27&rft.aulast=Le&rft.aufirst=Quoc&rft.au=Schuster%2C+Mike&rft_id=https%3A%2F%2Fresearch.googleblog.com%2F2016%2F09%2Fa-neural-network-for-machine.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-19"><span class="mw-cite-backlink"><b><a href="#cite_ref-19">^</a></b></span> <span class="reference-text"><a rel="nofollow" class="external text" href="http://googlesystem.blogspot.com/2007/10/google-translate-switches-to-googles.html">Google Switches to its Own Translation System</a>, October 22, 2007</span> </li> <li id="cite_note-20"><span class="mw-cite-backlink"><b><a href="#cite_ref-20">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBarry_Schwartz2007" class="citation web cs1">Barry Schwartz (October 23, 2007). <a rel="nofollow" class="external text" href="http://searchengineland.com/google-translate-drops-systran-for-home-brewed-translation-12502">"Google Translate Drops SYSTRAN for Home-Brewed Translation"</a>. <i>Search Engine Land</i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Search+Engine+Land&rft.atitle=Google+Translate+Drops+SYSTRAN+for+Home-Brewed+Translation&rft.date=2007-10-23&rft.au=Barry+Schwartz&rft_id=http%3A%2F%2Fsearchengineland.com%2Fgoogle-translate-drops-systran-for-home-brewed-translation-12502&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-21"><span class="mw-cite-backlink"><b><a href="#cite_ref-21">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://openai.com/research/ai-and-compute">"AI and compute"</a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=AI+and+compute&rft_id=https%3A%2F%2Fopenai.com%2Fresearch%2Fai-and-compute&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-22"><span class="mw-cite-backlink"><b><a href="#cite_ref-22">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://github.com/kingoflolz/mesh-transformer-jax">"Table of contents"</a>. <i><a href="/wiki/GitHub" title="GitHub">GitHub</a></i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=GitHub&rft.atitle=Table+of+contents&rft_id=https%3A%2F%2Fgithub.com%2Fkingoflolz%2Fmesh-transformer-jax&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-interlingua_2017-23"><span class="mw-cite-backlink"><b><a href="#cite_ref-interlingua_2017_23-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFChris_McDonald2017" class="citation cs2">Chris McDonald (January 7, 2017), <a rel="nofollow" class="external text" href="https://medium.com/@chrismcdonald_94568/ok-slow-down-516f93f83ac8#.l0ti3ct0b"><i>Commenting on Gil Fewster's January 5th article in the Atlantic</i></a><span class="reference-accessdate">, retrieved <span class="nowrap">January 11,</span> 2017</span></cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=Commenting+on+Gil+Fewster%27s+January+5th+article+in+the+Atlantic&rft.date=2017-01-07&rft.au=Chris+McDonald&rft_id=https%3A%2F%2Fmedium.com%2F%40chrismcdonald_94568%2Fok-slow-down-516f93f83ac8%23.l0ti3ct0b&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-Neural_Machine_Translation-24"><span class="mw-cite-backlink"><b><a href="#cite_ref-Neural_Machine_Translation_24-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFTurovsky2016" class="citation web cs1">Turovsky, Barak (November 15, 2016). <a rel="nofollow" class="external text" href="https://www.blog.google/products/translate/found-translation-more-accurate-fluent-sentences-google-translate/">"Found in translation: More accurate, fluent sentences in Google Translate"</a>. <i>The Keyword Google Blog</i><span class="reference-accessdate">. Retrieved <span class="nowrap">December 1,</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Keyword+Google+Blog&rft.atitle=Found+in+translation%3A+More+accurate%2C+fluent+sentences+in+Google+Translate&rft.date=2016-11-15&rft.aulast=Turovsky&rft.aufirst=Barak&rft_id=https%3A%2F%2Fwww.blog.google%2Fproducts%2Ftranslate%2Ffound-translation-more-accurate-fluent-sentences-google-translate%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-25"><span class="mw-cite-backlink"><b><a href="#cite_ref-25">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFPerez2017" class="citation web cs1">Perez, Sarah (March 6, 2017). <a rel="nofollow" class="external text" href="https://techcrunch.com/2017/03/06/googles-smarter-a-i-powered-translation-system-expands-to-more-languages/">"Google's smarter, A.I.-powered translation system expands to more languages"</a>. <i>TechCrunch</i>. Oath Inc.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=TechCrunch&rft.atitle=Google%27s+smarter%2C+A.I.-powered+translation+system+expands+to+more+languages&rft.date=2017-03-06&rft.aulast=Perez&rft.aufirst=Sarah&rft_id=https%3A%2F%2Ftechcrunch.com%2F2017%2F03%2F06%2Fgoogles-smarter-a-i-powered-translation-system-expands-to-more-languages%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-26"><span class="mw-cite-backlink"><b><a href="#cite_ref-26">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFTurovsky2017" class="citation web cs1">Turovsky, Barak (March 6, 2017). <a rel="nofollow" class="external text" href="https://blog.google/products/translate/higher-quality-neural-translations-bunch-more-languages/">"Higher quality neural translations for a bunch more languages"</a>. <i>The Keyword Google Blog</i><span class="reference-accessdate">. Retrieved <span class="nowrap">March 6,</span> 2017</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Keyword+Google+Blog&rft.atitle=Higher+quality+neural+translations+for+a+bunch+more+languages&rft.date=2017-03-06&rft.aulast=Turovsky&rft.aufirst=Barak&rft_id=https%3A%2F%2Fblog.google%2Fproducts%2Ftranslate%2Fhigher-quality-neural-translations-bunch-more-languages%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-27"><span class="mw-cite-backlink"><b><a href="#cite_ref-27">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFNovet2017" class="citation web cs1">Novet, Jordan (March 30, 2017). <a rel="nofollow" class="external text" href="https://venturebeat.com/2017/03/30/google-now-provides-ai-powered-translations-for-arabic-and-hebrew/">"Google now provides AI-powered translations for Arabic and Hebrew"</a>. <i><a href="/wiki/VentureBeat" title="VentureBeat">VentureBeat</a></i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=VentureBeat&rft.atitle=Google+now+provides+AI-powered+translations+for+Arabic+and+Hebrew&rft.date=2017-03-30&rft.aulast=Novet&rft.aufirst=Jordan&rft_id=https%3A%2F%2Fventurebeat.com%2F2017%2F03%2F30%2Fgoogle-now-provides-ai-powered-translations-for-arabic-and-hebrew%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-28"><span class="mw-cite-backlink"><b><a href="#cite_ref-28">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFFinge2017" class="citation web cs1 cs1-prop-foreign-lang-source">Finge, Rachid (April 19, 2017). <a rel="nofollow" class="external text" href="https://nederland.googleblog.com/2017/04/grote-verbetering-voor-het-nederlands.html">"Grote verbetering voor het Nederlands in Google Translate"</a> [Big improvement for Dutch in Google Translate]. <i>Google Netherlands Blog</i> (in Dutch).</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Google+Netherlands+Blog&rft.atitle=Grote+verbetering+voor+het+Nederlands+in+Google+Translate&rft.date=2017-04-19&rft.aulast=Finge&rft.aufirst=Rachid&rft_id=https%3A%2F%2Fnederland.googleblog.com%2F2017%2F04%2Fgrote-verbetering-voor-het-nederlands.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-29"><span class="mw-cite-backlink"><b><a href="#cite_ref-29">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFTurovsky2017" class="citation web cs1">Turovsky, Barak (April 25, 2017). <a rel="nofollow" class="external text" href="https://blog.google/products/translate/making-internet-more-inclusive-india/">"Making the internet more inclusive in India"</a>. <i>The Keyword</i>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=The+Keyword&rft.atitle=Making+the+internet+more+inclusive+in+India&rft.date=2017-04-25&rft.aulast=Turovsky&rft.aufirst=Barak&rft_id=https%3A%2F%2Fblog.google%2Fproducts%2Ftranslate%2Fmaking-internet-more-inclusive-india%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-30"><span class="mw-cite-backlink"><b><a href="#cite_ref-30">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://research.google/blog/recent-advances-in-google-translate/">"Recent Advances in Google Translate"</a>. <i>research.google</i><span class="reference-accessdate">. Retrieved <span class="nowrap">May 8,</span> 2024</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=research.google&rft.atitle=Recent+Advances+in+Google+Translate&rft_id=http%3A%2F%2Fresearch.google%2Fblog%2Frecent-advances-in-google-translate%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AGoogle+Neural+Machine+Translation" class="Z3988"></span></span> </li> <li id="cite_note-31"><span class="mw-cite-backlink"><b><a href="#cite_ref-31">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFJacksonKuriyamaAntonChoi2019" class="citation journal cs1">Jackson, Jeffrey L; Kuriyama, Akira; Anton, Andreea; Choi, April; Fournier, Jean-Pascal; Geier, Anne-Kathrin; Jacquerioz, Frederique; Kogan, Dmitry; Scholcoff, Cecilia; Sun, Rao (July 30, 2019). "The Accuracy of Google Translate for Abstracting Data From Non–English-Language Trials for Systematic Reviews". <i>Annals of Internal Medicine</i>. <b>171</b> (9): 678. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.7326%2FM19-0891">10.7326/M19-0891</a>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a> <a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/0570-183X">0570-183X</a>. <a href="/wiki/PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/31357212">31357212</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:198980789">198980789</a>.</cite><span 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Gap between Human and Machine Translation</a></li> <li><a rel="nofollow" class="external text" href="http://www.omniglot.com/language/articles/machinetranslation.htm">The Advantages and Disadvantages of Machine Translation</a></li> <li><a rel="nofollow" class="external text" href="http://www.statmt.org/">Statistical Machine Translation</a></li> <li><a rel="nofollow" class="external text" href="http://www.eamt.org/iamt.php">International Association for Machine Translation (IAMT)</a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20100624162302/http://www.eamt.org/iamt.php">Archived</a> June 24, 2010, at the <a href="/wiki/Wayback_Machine" title="Wayback Machine">Wayback Machine</a></li> <li><a rel="nofollow" class="external text" href="http://www.mt-archive.info">Machine Translation Archive</a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20190401232615/http://www.mt-archive.info/">Archived</a> April 1, 2019, at the <a 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John Hutchins">John Hutchins</a>. An electronic repository (and bibliography) of articles, books and papers in the field of machine translation and computer-based translation technology</li> <li><a rel="nofollow" class="external text" href="http://www.hutchinsweb.me.uk/">Machine translation (computer-based translation)</a> – Publications by John Hutchins (includes <a href="/wiki/PDF_format" class="mw-redirect" title="PDF format">PDFs</a> of several books on machine translation)</li></ul> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><style data-mw-deduplicate="TemplateStyles:r1236075235">.mw-parser-output .navbox{box-sizing:border-box;border:1px solid #a2a9b1;width:100%;clear:both;font-size:88%;text-align:center;padding:1px;margin:1em auto 0}.mw-parser-output .navbox .navbox{margin-top:0}.mw-parser-output .navbox+.navbox,.mw-parser-output .navbox+.navbox-styles+.navbox{margin-top:-1px}.mw-parser-output .navbox-inner,.mw-parser-output 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href="/wiki/Al_Gore" title="Al Gore">Al Gore</a></li> <li><a href="/wiki/John_L._Hennessy" title="John L. Hennessy">John L. Hennessy</a></li> <li><a href="/wiki/Urs_H%C3%B6lzle" title="Urs Hölzle">Urs Hölzle</a></li> <li><a href="/wiki/Salar_Kamangar" title="Salar Kamangar">Salar Kamangar</a></li> <li><a href="/wiki/Ray_Kurzweil" title="Ray Kurzweil">Ray Kurzweil</a></li> <li><a href="/wiki/Ann_Mather" title="Ann Mather">Ann Mather</a></li> <li><a href="/wiki/Alan_Mulally" title="Alan Mulally">Alan Mulally</a></li> <li><a href="/wiki/Rick_Osterloh" title="Rick Osterloh">Rick Osterloh</a></li> <li><a href="/wiki/Sundar_Pichai" title="Sundar Pichai">Sundar Pichai</a> (CEO)</li> <li><a href="/wiki/Ruth_Porat" title="Ruth Porat">Ruth Porat</a> (CFO)</li> <li><a href="/wiki/Rajen_Sheth" title="Rajen Sheth">Rajen Sheth</a></li> <li><a href="/wiki/Hal_Varian" title="Hal Varian">Hal Varian</a></li> <li><a href="/wiki/Neal_Mohan" title="Neal Mohan">Neal Mohan</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Former</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Andy_Bechtolsheim" title="Andy Bechtolsheim">Andy Bechtolsheim</a></li> <li><a href="/wiki/Sergey_Brin" title="Sergey Brin">Sergey Brin</a> (Founder)</li> <li><a href="/wiki/David_Cheriton" title="David Cheriton">David Cheriton</a></li> <li><a href="/wiki/Matt_Cutts" title="Matt Cutts">Matt Cutts</a></li> <li><a href="/wiki/David_Drummond_(businessman)" title="David Drummond (businessman)">David Drummond</a></li> <li><a href="/wiki/Alan_Eustace" title="Alan Eustace">Alan Eustace</a></li> <li><a href="/wiki/Timnit_Gebru" title="Timnit Gebru">Timnit Gebru</a></li> <li><a href="/wiki/Omid_Kordestani" title="Omid Kordestani">Omid Kordestani</a></li> <li><a href="/wiki/Paul_Otellini" title="Paul Otellini">Paul Otellini</a></li> <li><a href="/wiki/Larry_Page" title="Larry Page">Larry Page</a> (Founder)</li> <li><a href="/wiki/Patrick_Pichette" title="Patrick Pichette">Patrick Pichette</a></li> <li><a href="/wiki/Eric_Schmidt" title="Eric Schmidt">Eric Schmidt</a></li> <li><a href="/wiki/Ram_Shriram" title="Ram Shriram">Ram Shriram</a></li> <li><a href="/wiki/Amit_Singhal" title="Amit Singhal">Amit Singhal</a></li> <li><a href="/wiki/Shirley_M._Tilghman" title="Shirley M. Tilghman">Shirley M. Tilghman</a></li> <li><a href="/wiki/Rachel_Whetstone" title="Rachel Whetstone">Rachel Whetstone</a></li> <li><a href="/wiki/Susan_Wojcicki" title="Susan Wojcicki">Susan Wojcicki</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Real estate</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/111_Eighth_Avenue" title="111 Eighth Avenue">111 Eighth Avenue</a></li> <li><i><a href="/wiki/Androidland" title="Androidland">Androidland</a></i></li> <li><i><a href="/wiki/Google_barges" title="Google barges">Barges</a></i></li> <li><a href="/wiki/Binoculars_Building" title="Binoculars Building">Binoculars Building</a></li> <li><a href="/wiki/Central_Saint_Giles" title="Central Saint Giles">Central Saint Giles</a></li> <li><a href="/wiki/Chelsea_Market" title="Chelsea Market">Chelsea Market</a></li> <li><i><a href="/wiki/Chrome_Zone" title="Chrome Zone">Chrome Zone</a></i></li> <li><a href="/wiki/Google_data_centers" title="Google data centers">Data centers</a></li> <li><a href="/wiki/Googleplex" title="Googleplex">Googleplex</a></li> <li><a href="/wiki/Mayfield_Mall" title="Mayfield Mall">Mayfield Mall</a></li> <li><a href="/wiki/Pier_57" title="Pier 57">Pier 57</a></li> <li><a href="/wiki/Sidewalk_Toronto" title="Sidewalk Toronto">Sidewalk Toronto</a></li> <li><a href="/wiki/St._John%27s_Terminal" title="St. John's Terminal">St. John's Terminal</a></li> <li><a href="/wiki/YouTube_Space" title="YouTube Space">YouTube Space</a></li> <li><a href="/wiki/YouTube_Theater" title="YouTube Theater">YouTube Theater</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Design</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li>Fonts <ul><li><a href="/wiki/Croscore_fonts" title="Croscore fonts">Croscore</a></li> <li><a href="/wiki/Noto_fonts" title="Noto fonts">Noto</a></li> <li><a href="/wiki/Product_Sans" title="Product Sans">Product Sans</a></li> <li><a href="/wiki/Roboto" title="Roboto">Roboto</a></li></ul></li> <li><a href="/wiki/Google_logo" title="Google logo">Logo</a> <ul><li><a href="/wiki/Google_Doodle" title="Google Doodle">Doodle</a> <ul><li><i><a href="/wiki/Doodle_Champion_Island_Games" title="Doodle Champion Island Games">Doodle Champion Island Games</a></i></li> <li><i><a href="/wiki/Magic_Cat_Academy" title="Magic Cat Academy">Magic Cat Academy</a></i></li></ul></li></ul></li> <li><a href="/wiki/Material_Design" title="Material Design">Material Design</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Events</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><td colspan="2" class="navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li>Android <ul><li><a href="/wiki/Android_Developer_Challenge" title="Android Developer Challenge">Developer Challenge</a></li> <li><a href="/wiki/Android_Developer_Day" title="Android Developer Day">Developer Day</a></li> <li><a href="/wiki/Android_Developer_Lab" title="Android Developer Lab">Developer Lab</a></li></ul></li> <li><a href="/wiki/Google_Code-in" title="Google Code-in">Code-in</a></li> <li><a href="/wiki/Google_Code_Jam" title="Google Code Jam">Code Jam</a></li> <li><i><a href="/wiki/Google_Developer_Day" title="Google Developer Day">Developer Day</a></i></li> <li><a href="/wiki/Google_Developers_Live" title="Google Developers Live">Developers Live</a></li> <li><a href="/wiki/Doodle4Google" title="Doodle4Google">Doodle4Google</a></li> <li><i><a href="/wiki/G-Day" title="G-Day">G-Day</a></i></li> <li><a href="/wiki/Google_I/O" title="Google I/O">I/O</a></li> <li><a href="/wiki/Jigsaw_(company)" title="Jigsaw (company)">Jigsaw</a></li> <li><i><a href="/wiki/Living_Stories" title="Living Stories">Living Stories</a></i></li> <li><i><a href="/wiki/Google_Lunar_X_Prize" title="Google Lunar X Prize">Lunar XPRIZE</a></i></li> <li><i><a href="/wiki/Google_Mapathon" title="Google Mapathon">Mapathon</a></i></li> <li><a href="/wiki/Google_Science_Fair" title="Google Science Fair">Science Fair</a></li> <li><a href="/wiki/Google_Summer_of_Code" title="Google Summer of Code">Summer of Code</a></li> <li><a href="/wiki/Talks_at_Google" class="mw-redirect" title="Talks at Google">Talks at Google</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">YouTube</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/YouTube_Awards" title="YouTube Awards">Awards</a></li> <li><a href="/wiki/CNN/YouTube_presidential_debates" title="CNN/YouTube presidential debates">CNN/YouTube presidential debates</a></li> <li><a href="/wiki/YouTube_Comedy_Week" title="YouTube Comedy Week">Comedy Week</a></li> <li><a href="/wiki/YouTube_Live" title="YouTube Live">Live</a></li> <li><a href="/wiki/YouTube_Music_Awards" title="YouTube Music Awards">Music Awards</a></li> <li><a href="/wiki/YouTube_Space_Lab" title="YouTube Space Lab">Space Lab</a></li> <li><a href="/wiki/YouTube_Symphony_Orchestra" title="YouTube Symphony Orchestra">Symphony Orchestra</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Projects and<br />initiatives</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Side_project_time" title="Side project time">20% project</a></li> <li><a href="/wiki/Area_120" title="Area 120">Area 120</a> <ul><li><a href="/wiki/Reply_(Google)" title="Reply (Google)">Reply</a></li> <li><a href="/wiki/Tables_(Google)" title="Tables (Google)">Tables</a></li></ul></li> <li><a href="/wiki/Google_ATAP" title="Google ATAP">ATAP</a></li> <li><a href="/wiki/Google_Business_Groups" title="Google Business Groups">Business Groups</a></li> <li><i><a href="/wiki/IBM/Google_Cloud_Computing_University_Initiative" title="IBM/Google Cloud Computing University Initiative">Computing University Initiative</a></i></li> <li><a href="/wiki/Google_Data_Liberation_Front" title="Google Data Liberation Front">Data Liberation Front</a></li> <li><a href="/wiki/Data_Transfer_Project" title="Data Transfer Project">Data Transfer Project</a></li> <li><a href="/wiki/Google_Developer_Expert" title="Google Developer Expert">Developer Expert</a></li> <li><a href="/wiki/Google_Digital_Garage" title="Google Digital Garage">Digital Garage</a></li> <li><a href="/wiki/Digital_News_Initiative" title="Digital News Initiative">Digital News Initiative</a></li> <li><a href="/wiki/Digital_Unlocked" title="Digital Unlocked">Digital Unlocked</a></li> <li><i><a href="/wiki/Dragonfly_(search_engine)" title="Dragonfly (search engine)">Dragonfly</a></i></li> <li><i><a href="/wiki/Google_Founders%27_Award" title="Google Founders' Award">Founders' Award</a></i></li> <li><i><a href="/wiki/Google_Free_Zone" title="Google Free Zone">Free Zone</a></i></li> <li><a href="/wiki/Google_Get_Your_Business_Online" title="Google Get Your Business Online">Get Your Business Online</a></li> <li><a href="/wiki/Google_for_Education" title="Google for Education">Google for Education</a></li> <li><a href="/wiki/Google_for_Startups" title="Google for Startups">Google for Startups</a></li> <li><a href="/wiki/Google_Labs" title="Google Labs">Labs</a></li> <li><a href="/wiki/Liquid_Galaxy" title="Liquid Galaxy">Liquid Galaxy</a></li> <li><a href="/wiki/Made_with_Code" title="Made with Code">Made with Code</a></li> <li><a href="/wiki/Google_M%C4%81ori" title="Google Māori">Māori</a></li> <li><i><a href="/wiki/Google_News_Lab" title="Google News Lab">News Lab</a></i></li> <li><a href="/wiki/Project_Nightingale" title="Project Nightingale">Nightingale</a></li> <li><a href="/wiki/Objectives_and_key_results" title="Objectives and key results">Objectives and key results</a></li> <li><i><a href="/wiki/Google_PowerMeter" title="Google PowerMeter">PowerMeter</a></i></li> <li><a href="/wiki/Privacy_Sandbox" title="Privacy Sandbox">Privacy Sandbox</a></li> <li><a href="/wiki/Quantum_Artificial_Intelligence_Lab" title="Quantum Artificial Intelligence Lab">Quantum Artificial Intelligence Lab</a></li> <li><a href="/wiki/RechargeIT" title="RechargeIT">RechargeIT</a></li> <li><a href="/wiki/Project_Shield" title="Project Shield">Shield</a></li> <li><a href="/wiki/Google_Silicon_Initiative" title="Google Silicon Initiative">Silicon Initiative</a></li> <li><i><a href="/wiki/Solve_for_X" title="Solve for X">Solve for X</a></i></li> <li><a href="/wiki/Project_Starline" title="Project Starline">Starline</a></li> <li><i><a href="/wiki/Google_Student_Ambassador_Program" title="Google Student Ambassador Program">Student Ambassador Program</a></i></li> <li>Submarine communications cables <ul><li><a href="/wiki/Dunant_(submarine_communications_cable)" title="Dunant (submarine communications cable)">Dunant</a></li> <li><a href="/wiki/Grace_Hopper_(submarine_communications_cable)" title="Grace Hopper (submarine communications cable)">Grace Hopper</a></li></ul></li> <li><a href="/wiki/Project_Sunroof" title="Project Sunroof">Sunroof</a></li> <li>YouTube <ul><li><a href="/wiki/YouTube_Creator_Awards" title="YouTube Creator Awards">Creator Awards</a></li> <li><a href="/wiki/YouTube_Next_Lab_and_Audience_Development_Group" title="YouTube Next Lab and Audience Development Group">Next Lab and Audience Development Group</a></li> <li><a href="/wiki/YouTube_Original_Channel_Initiative" title="YouTube Original Channel Initiative">Original Channel Initiative</a></li></ul></li> <li><a href="/wiki/Project_Zero" title="Project Zero">Zero</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Criticism_of_Google" title="Criticism of Google">Criticism</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/2018_Google_data_breach" title="2018 Google data breach">2018 data breach</a></li> <li><a href="/wiki/2018_Google_walkouts" title="2018 Google walkouts">2018 walkouts</a></li> <li><a href="/wiki/Alphabet_Workers_Union" title="Alphabet Workers Union">Alphabet Workers Union</a></li> <li><a href="/wiki/Censorship_by_Google" title="Censorship by Google">Censorship</a></li> <li><a href="/wiki/DeGoogle" title="DeGoogle">DeGoogle</a></li> <li><i><a href="/wiki/Dragonfly_(search_engine)" title="Dragonfly (search engine)">Dragonfly</a></i></li> <li><a href="/wiki/FairSearch" title="FairSearch">FairSearch</a></li> <li><a href="/wiki/Google%27s_Ideological_Echo_Chamber" title="Google's Ideological Echo Chamber">"Ideological Echo Chamber" memo</a></li> <li><a href="/wiki/Google_litigation" title="Google litigation">Litigation</a></li> <li><a href="/wiki/Privacy_concerns_with_Google" title="Privacy concerns with Google">Privacy concerns</a> <ul><li><a href="/wiki/Google_Street_View_privacy_concerns" title="Google Street View privacy concerns">Street View</a></li></ul></li> <li><a href="/wiki/San_Francisco_tech_bus_protests" title="San Francisco tech bus protests">San Francisco tech bus protests</a></li> <li><a href="/wiki/Google_services_outages" title="Google services outages">Services outages</a></li> <li><a href="/wiki/Smartphone_patent_wars" title="Smartphone patent wars">Smartphone patent wars</a></li> <li><a href="/wiki/Google_worker_organization" title="Google worker organization">Worker organization</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Criticism_of_Google#YouTube" title="Criticism of Google">YouTube</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/2020_Korean_YouTube_backdoor_advertising_controversy" title="2020 Korean YouTube backdoor advertising controversy">Back advertisement controversy</a></li> <li><a href="/wiki/Censorship_by_Google#YouTube" title="Censorship by Google">Censorship</a></li> <li><a href="/wiki/YouTube_copyright_issues" title="YouTube copyright issues">Copyright issues</a></li> <li><a href="/wiki/YouTube_copyright_strike" title="YouTube copyright strike">Copyright strike</a></li> <li><a href="/wiki/Elsagate" title="Elsagate">Elsagate</a></li> <li><a href="/wiki/Fantastic_Adventures_scandal" title="Fantastic Adventures scandal">Fantastic Adventures scandal</a></li> <li><a href="/wiki/YouTube_headquarters_shooting" title="YouTube headquarters shooting">Headquarters shooting</a></li> <li><a href="/wiki/2012_Kohistan_video_case" title="2012 Kohistan video case">Kohistan video case</a></li> <li><a href="/wiki/Reactions_to_Innocence_of_Muslims" title="Reactions to Innocence of Muslims">Reactions to <i>Innocence of Muslims</i></a></li> <li><a href="/wiki/2011_Slovenian_YouTube_incident" title="2011 Slovenian YouTube incident">Slovenian government incident</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Development" style="font-size:114%;margin:0 4em"><a href="/wiki/Google_Developers" title="Google Developers">Development</a></div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Operating systems</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Android_(operating_system)" title="Android (operating system)">Android</a> <ul><li><a href="/wiki/Android_Automotive" title="Android Automotive">Automotive</a></li> <li><a href="/wiki/Glass_OS" title="Glass OS">Glass OS</a></li> <li><a href="/wiki/Android_Go" title="Android Go">Go</a></li> <li><a href="/wiki/GLinux" title="GLinux">gLinux</a></li> <li><i><a href="/wiki/Goobuntu" title="Goobuntu">Goobuntu</a></i></li> <li><i><a href="/wiki/Android_Things" title="Android Things">Things</a></i></li> <li><a href="/wiki/Android_TV" title="Android TV">TV</a></li> <li><a href="/wiki/Wear_OS" title="Wear OS">Wear OS</a></li></ul></li> <li><a href="/wiki/ChromeOS" title="ChromeOS">ChromeOS</a> <ul><li><a href="/wiki/ChromiumOS" title="ChromiumOS">ChromiumOS</a></li> <li><a href="/wiki/Neverware" title="Neverware">Neverware</a></li></ul></li> <li><a href="/wiki/Fuchsia_(operating_system)" title="Fuchsia (operating system)">Fuchsia</a></li> <li><i><a href="/wiki/Google_TV_(operating_system)" title="Google TV (operating system)">TV</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Libraries/<br />frameworks</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/ALTS" title="ALTS">ALTS</a></li> <li><a href="/wiki/Accelerated_Mobile_Pages" title="Accelerated Mobile Pages">AMP</a></li> <li><a href="/wiki/Angular_(web_framework)" title="Angular (web framework)">Angular</a> <ul><li><i><a href="/wiki/AngularJS" title="AngularJS">JS</a></i></li></ul></li> <li><a href="/wiki/ARCore" title="ARCore">ARCore</a></li> <li><a href="/wiki/Google_APIs" title="Google APIs">APIs</a></li> <li><a href="/wiki/Blockly" title="Blockly">Blockly</a></li> <li><a href="/wiki/Google_Chart_API" title="Google Chart API">Chart API</a></li> <li><a href="/wiki/Google_Charts" title="Google Charts">Charts</a></li> <li><a href="/wiki/Dialogflow" title="Dialogflow">Dialogflow</a></li> <li><a href="/wiki/Exposure_Notification" title="Exposure Notification">Exposure Notification</a></li> <li><a href="/wiki/Fast_Pair" title="Fast Pair">Fast Pair</a></li> <li><a href="/wiki/Federated_Learning_of_Cohorts" title="Federated Learning of Cohorts">Federated Learning of Cohorts</a></li> <li><a href="/wiki/Google_File_System" title="Google File System">File System</a></li> <li><a href="/wiki/FlatBuffers" title="FlatBuffers">FlatBuffers</a></li> <li><a href="/wiki/Flutter_(software)" title="Flutter (software)">Flutter</a></li> <li><i><a href="/wiki/Gears_(software)" title="Gears (software)">Gears</a></i></li> <li><a href="/wiki/GRPC" title="GRPC">gRPC</a></li> <li><a href="/wiki/Gson" title="Gson">Gson</a></li> <li><a href="/wiki/Google_Guava" title="Google Guava">Guava</a></li> <li><a href="/wiki/Google_Guice" title="Google Guice">Guice</a></li> <li><a href="/wiki/Guetzli" title="Guetzli">Guetzli</a></li> <li><a href="/wiki/Google_JAX" title="Google JAX">JAX</a></li> <li><a href="/wiki/GVisor" title="GVisor">gVisor</a></li> <li><a href="/wiki/MapReduce" title="MapReduce">MapReduce</a></li> <li><a href="/wiki/Matter_(standard)" title="Matter (standard)">Matter</a></li> <li><a href="/wiki/Google_Mobile_Services" title="Google Mobile Services">Mobile Services</a></li> <li><a class="mw-selflink selflink">Neural Machine Translation</a></li> <li><a href="/wiki/OpenSocial" title="OpenSocial">OpenSocial</a></li> <li><i><a href="/wiki/Google_Pack" title="Google Pack">Pack</a></i></li> <li><a href="/wiki/Polymer_(library)" title="Polymer (library)">Polymer</a></li> <li><a href="/wiki/Protocol_Buffers" title="Protocol Buffers">Protocol Buffers</a></li> <li><i><a href="/wiki/Reqwireless" title="Reqwireless">Reqwireless</a></i></li> <li><a href="/wiki/Google_Shell" title="Google Shell">Shell</a></li> <li><a href="/wiki/Skia_Graphics_Engine" title="Skia Graphics Engine">Skia Graphics Engine</a></li> <li><i><a href="/wiki/Tango_(platform)" title="Tango (platform)">Tango</a></i></li> <li><a href="/wiki/TensorFlow" title="TensorFlow">TensorFlow</a></li> <li><a href="/wiki/Google_Test" title="Google Test">Test</a></li> <li><a href="/wiki/WaveNet" title="WaveNet">WaveNet</a></li> <li><a href="/wiki/Weave_(protocol)" title="Weave (protocol)">Weave</a></li> <li><i><a href="/wiki/Google_Web_Accelerator" title="Google Web Accelerator">Web Accelerator</a></i></li> <li><a href="/wiki/WebRTC" title="WebRTC">WebRTC</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Platforms</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_App_Engine" title="Google App Engine">App Engine</a></li> <li><i><a href="/wiki/AppJet" title="AppJet">AppJet</a></i></li> <li><a href="/wiki/Google_Apps_Script" title="Google Apps Script">Apps Script</a></li> <li><a href="/wiki/Google_Cloud_Platform" title="Google Cloud Platform">Cloud Platform</a> <ul><li><i><a href="/wiki/Anvato" title="Anvato">Anvato</a></i></li></ul></li> <li><a href="/wiki/Firebase" title="Firebase">Firebase</a> <ul><li><a href="/wiki/Firebase_Cloud_Messaging" title="Firebase Cloud Messaging">Cloud Messaging</a></li> <li><a href="/wiki/Crashlytics" title="Crashlytics">Crashlytics</a></li></ul></li> <li><i><a href="/wiki/Global_IP_Solutions" title="Global IP Solutions">Global IP Solutions</a></i> <ul><li><a href="/wiki/Internet_Low_Bitrate_Codec" title="Internet Low Bitrate Codec">Internet Low Bitrate Codec</a></li> <li><a href="/wiki/Internet_Speech_Audio_Codec" title="Internet Speech Audio Codec">Internet Speech Audio Codec</a></li></ul></li> <li><i><a href="/wiki/Gridcentric,_Inc." title="Gridcentric, Inc.">Gridcentric, Inc.</a></i></li> <li><a href="/wiki/ITA_Software" title="ITA Software">ITA Software</a></li> <li><a href="/wiki/Kubernetes" title="Kubernetes">Kubernetes</a></li> <li><a href="/wiki/LevelDB" title="LevelDB">LevelDB</a></li> <li><a href="/wiki/Neatx" title="Neatx">Neatx</a></li> <li><a href="/wiki/Project_IDX" title="Project IDX">Project IDX</a></li> <li><i><a href="/wiki/SageTV" title="SageTV">SageTV</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><i><a href="/wiki/Apigee" title="Apigee">Apigee</a></i></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Bigtable" title="Bigtable">Bigtable</a></li> <li><i><a href="/wiki/Bitium" title="Bitium">Bitium</a></i></li> <li><a href="/wiki/Chronicle_Security" title="Chronicle Security">Chronicle</a> <ul><li><a href="/wiki/VirusTotal" title="VirusTotal">VirusTotal</a></li></ul></li> <li><a href="/wiki/Google_Compute_Engine" title="Google Compute Engine">Compute Engine</a></li> <li><i><a href="/wiki/Google_Cloud_Connect" title="Google Cloud Connect">Connect</a></i></li> <li><a href="/wiki/Google_Cloud_Dataflow" title="Google Cloud Dataflow">Dataflow</a></li> <li><a href="/wiki/Google_Cloud_Datastore" title="Google Cloud Datastore">Datastore</a></li> <li><a href="/wiki/Kaggle" title="Kaggle">Kaggle</a></li> <li><a href="/wiki/Looker_(company)" title="Looker (company)">Looker</a></li> <li><a href="/wiki/Mandiant" title="Mandiant">Mandiant</a></li> <li><i><a href="/wiki/Google_Cloud_Messaging" title="Google Cloud Messaging">Messaging</a></i></li> <li><a href="/wiki/Orbitera" title="Orbitera">Orbitera</a></li> <li><a href="/wiki/Google_Cloud_Shell" title="Google Cloud Shell">Shell</a></li> <li><i><a href="/wiki/Stackdriver" title="Stackdriver">Stackdriver</a></i></li> <li><a href="/wiki/Google_Cloud_Storage" title="Google Cloud Storage">Storage</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Tools</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/American_Fuzzy_Lop_(software)" title="American Fuzzy Lop (software)">American Fuzzy Lop</a></li> <li><i><a href="/wiki/Android_Cloud_to_Device_Messaging" title="Android Cloud to Device Messaging">Android Cloud to Device Messaging</a></i></li> <li><a href="/wiki/Android_Debug_Bridge" title="Android Debug Bridge">Android Debug Bridge</a></li> <li><a href="/wiki/Android_Studio" title="Android Studio">Android Studio</a></li> <li><i><a href="/wiki/Google_App_Maker" title="Google App Maker">App Maker</a></i></li> <li><a href="/wiki/Google_App_Runtime_for_Chrome" title="Google App Runtime for Chrome">App Runtime for Chrome</a></li> <li><a href="/wiki/AppSheet" title="AppSheet">AppSheet</a></li> <li><a href="/wiki/Bazel_(software)" title="Bazel (software)">Bazel</a></li> <li><i><a href="/wiki/Google_Chrome_Frame" title="Google Chrome Frame">Chrome Frame</a></i></li> <li><a href="/wiki/Google_Closure_Tools" title="Google Closure Tools">Closure Tools</a></li> <li><a href="/wiki/Cpplint" title="Cpplint">Cpplint</a></li> <li><a href="/wiki/Google_Data_Protocol" title="Google Data Protocol">Data Protocol</a></li> <li><a href="/wiki/Google_Gadgets" title="Google Gadgets">Gadgets</a></li> <li><a href="/wiki/Gerrit_(software)" title="Gerrit (software)">Gerrit</a></li> <li><a href="/wiki/GYP_(software)" title="GYP (software)">GYP</a></li> <li><a href="/wiki/Google_Kythe" title="Google Kythe">Kythe</a></li> <li><a href="/wiki/Google_Lighthouse" title="Google Lighthouse">Lighthouse</a></li> <li><a href="/wiki/MIT_App_Inventor" title="MIT App Inventor">MIT App Inventor</a></li> <li><i><a href="/wiki/Google_Mashup_Editor" title="Google Mashup Editor">Mashup Editor</a></i></li> <li><a href="/wiki/Google_Native_Client" title="Google Native Client">Native Client</a></li> <li><i><a href="/wiki/Google_Optimize" title="Google Optimize">Optimize</a></i></li> <li><a href="/wiki/OpenRefine" title="OpenRefine">OpenRefine</a></li> <li><a href="/wiki/OR-Tools" title="OR-Tools">OR-Tools</a></li> <li><a href="/wiki/Google_PageSpeed_Tools" title="Google PageSpeed Tools">PageSpeed</a></li> <li><i><a href="/wiki/Google_Plugin_for_Eclipse" title="Google Plugin for Eclipse">Plugin for Eclipse</a></i></li> <li><a href="/wiki/Google_Programmable_Search_Engine" title="Google Programmable Search Engine">Programmable Search Engine</a></li> <li><a href="/wiki/Google_Public_DNS" title="Google Public DNS">Public DNS</a></li> <li><a href="/wiki/ReCAPTCHA" title="ReCAPTCHA">reCAPTCHA</a></li> <li><a href="/wiki/Schema.org" title="Schema.org">Schema.org</a></li> <li><a href="/wiki/Google_Search_Console" title="Google Search Console">Search Console</a></li> <li><a href="/wiki/Sitemaps" title="Sitemaps">Sitemaps</a></li> <li><i><a href="/wiki/Google_Swiffy" title="Google Swiffy">Swiffy</a></i></li> <li><a href="/wiki/Tesseract_(software)" title="Tesseract (software)">Tesseract (software)</a></li> <li><a href="/wiki/Trendalyzer" title="Trendalyzer">Trendalyzer</a></li> <li><a href="/wiki/VisBug" title="VisBug">VisBug</a></li> <li><a href="/wiki/Google_Wave_Federation_Protocol" title="Google Wave Federation Protocol">Wave Federation Protocol</a></li> <li><a href="/wiki/Google_Web_Toolkit" title="Google Web Toolkit">Web Toolkit</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Search algorithms</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Hummingbird" title="Google Hummingbird">Hummingbird</a></li> <li><a href="/wiki/PageRank" title="PageRank">PageRank</a> <ul><li><a href="/wiki/PageRank_algorithm_in_biochemistry" title="PageRank algorithm in biochemistry">applications in biochemistry</a></li> <li><a href="/wiki/Google_matrix" title="Google matrix">Matrix</a></li></ul></li> <li><a href="/wiki/Google_Panda" title="Google Panda">Panda</a></li> <li><a href="/wiki/Google_Penguin" title="Google Penguin">Penguin</a></li> <li><a href="/wiki/Google_Pigeon" title="Google Pigeon">Pigeon</a></li> <li><a href="/wiki/RankBrain" title="RankBrain">RankBrain</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Others</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/BERT_(language_model)" title="BERT (language model)">BERT</a></li> <li><a href="/wiki/BigQuery" title="BigQuery">BigQuery</a></li> <li><a href="/wiki/Google_Chrome_Experiments" title="Google Chrome Experiments">Chrome Experiments</a></li> <li><i><a href="/wiki/Flutter_(American_company)" title="Flutter (American company)">Flutter</a></i></li> <li><a href="/wiki/Gemini_(language_model)" title="Gemini (language model)">Gemini</a></li> <li><a href="/wiki/Googlebot" title="Googlebot">Googlebot</a></li> <li><a href="/wiki/Keyhole_Markup_Language" title="Keyhole Markup Language">Keyhole Markup Language</a></li> <li><a href="/wiki/LaMDA" title="LaMDA">LaMDA</a></li> <li><a href="/wiki/Open_Location_Code" title="Open Location Code">Open Location Code</a></li> <li><a href="/wiki/PaLM" title="PaLM">PaLM</a></li> <li>Programming languages <ul><li><i><a href="/wiki/Caja_project" title="Caja project">Caja</a></i></li> <li><a href="/wiki/Carbon_(programming_language)" title="Carbon (programming language)">Carbon</a></li> <li><a href="/wiki/Dart_(programming_language)" title="Dart (programming language)">Dart</a></li> <li><a href="/wiki/Go_(programming_language)" title="Go (programming language)">Go</a></li> <li><i><a href="/wiki/Sawzall_(programming_language)" title="Sawzall (programming language)">Sawzall</a></i></li></ul></li> <li><a href="/wiki/Transformer_(deep_learning_architecture)" title="Transformer (deep learning architecture)">Transformer</a></li> <li><i><a href="/wiki/Viewdle" title="Viewdle">Viewdle</a></i></li> <li><a href="/wiki/Webdriver_Torso" title="Webdriver Torso">Webdriver Torso</a></li> <li><a href="/wiki/Google_Web_Server" title="Google Web Server">Web Server</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">File formats</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Android_App_Bundle" title="Android App Bundle">AAB</a></li> <li><a href="/wiki/Apk_(file_format)" title="Apk (file format)">APK</a> <ul><li><a href="/wiki/AV1" title="AV1">AV1</a></li></ul></li> <li><i><a href="/wiki/On2_Technologies" title="On2 Technologies">On2 Technologies</a></i> <ul><li><a href="/wiki/VP3" title="VP3">VP3</a></li> <li><a href="/wiki/VP6" title="VP6">VP6</a></li> <li><a href="/wiki/VP8" title="VP8">VP8</a> <ul><li><a href="/wiki/Libvpx" title="Libvpx">libvpx</a></li></ul></li></ul></li> <li><a href="/wiki/VP9" title="VP9">VP9</a></li> <li><a href="/wiki/WebM" title="WebM">WebM</a></li> <li><a href="/wiki/WebP" title="WebP">WebP</a></li> <li><a href="/wiki/Web_Open_Font_Format" title="Web Open Font Format">WOFF2</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Products" style="font-size:114%;margin:0 4em"><a href="/wiki/List_of_Google_products" title="List of Google products">Products</a></div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Entertainment</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Currents_(news_app)" title="Google Currents (news app)">Currents (news app)</a></i></li> <li><a href="/wiki/Green_Throttle_Games" title="Green Throttle Games">Green Throttle Games</a></li> <li><a href="/wiki/Owlchemy_Labs" title="Owlchemy Labs">Owlchemy Labs</a></li> <li><i><a href="/wiki/Oyster_(company)" title="Oyster (company)">Oyster</a></i></li> <li><a href="/wiki/PaperofRecord.com" title="PaperofRecord.com">PaperofRecord.com</a></li> <li><i><a href="/wiki/Google_Podcasts" title="Google Podcasts">Podcasts</a></i></li> <li><a href="/wiki/Quick,_Draw!" title="Quick, Draw!">Quick, Draw!</a></li> <li><a href="/wiki/Google_Santa_Tracker" title="Google Santa Tracker">Santa Tracker</a></li> <li><i><a href="/wiki/Songza" title="Songza">Songza</a></i></li> <li><i><a href="/wiki/Google_Stadia" title="Google Stadia">Stadia</a></i> <ul><li><i><a href="/wiki/List_of_Stadia_games" title="List of Stadia games">games</a></i></li> <li><i><a href="/wiki/Typhoon_Studios" title="Typhoon Studios">Typhoon Studios</a></i></li></ul></li> <li><a href="/wiki/Google_TV_(service)" title="Google TV (service)">TV</a></li> <li><a href="/wiki/Vevo" title="Vevo">Vevo</a></li> <li><i><a href="/wiki/Google_Video" title="Google Video">Video</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Google_Play" title="Google Play">Play</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Play_Books" title="Google Play Books">Books</a></li> <li><a href="/wiki/Google_Play_Games" title="Google Play Games">Games</a></li> <li><a href="/wiki/List_of_most-downloaded_Google_Play_applications" title="List of most-downloaded Google Play applications">most downloaded apps</a></li> <li><i><a href="/wiki/Google_Play_Music" title="Google Play Music">Music</a></i></li> <li><i><a href="/wiki/Google_Play_Newsstand" title="Google Play Newsstand">Newsstand</a></i></li> <li><a href="/wiki/Google_Play_Pass" title="Google Play Pass">Pass</a></li> <li><a href="/wiki/Google_Play_Services" title="Google Play Services">Services</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/YouTube" title="YouTube">YouTube</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/BandPage" title="BandPage">BandPage</a></i></li> <li><a href="/wiki/YouTube_BrandConnect" title="YouTube BrandConnect">BrandConnect</a></li> <li><a href="/wiki/Content_ID" title="Content ID">Content ID</a></li> <li><a href="/wiki/YouTube_Instant" title="YouTube Instant">Instant</a></li> <li><a href="/wiki/YouTube_Kids" title="YouTube Kids">Kids</a></li> <li><a href="/wiki/YouTube_Music" title="YouTube Music">Music</a></li> <li><a href="/wiki/YouTube_(YouTube_channel)" title="YouTube (YouTube channel)">Official channel</a></li> <li><a href="/wiki/YouTube_Premium" title="YouTube Premium">Premium</a> <ul><li><a href="/wiki/List_of_YouTube_Premium_original_programming" title="List of YouTube Premium original programming">original programming</a></li></ul></li> <li><i><a href="/wiki/YouTube_Rewind" title="YouTube Rewind">YouTube Rewind</a></i></li> <li><i><a href="/wiki/RightsFlow" title="RightsFlow">RightsFlow</a></i></li> <li><a href="/wiki/YouTube_Select" title="YouTube Select">Select</a></li> <li><a href="/wiki/YouTube_Shorts" title="YouTube Shorts">Shorts</a></li> <li><a href="/wiki/YouTube_Studio" title="YouTube Studio">Studio</a></li> <li><a href="/wiki/YouTube_TV" title="YouTube TV">TV</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Communication</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Allo" title="Google Allo">Allo</a></i></li> <li><i><a href="/wiki/Bump_(application)" title="Bump (application)">Bump</a></i></li> <li><i><a href="/wiki/Google_Buzz" title="Google Buzz">Buzz</a></i></li> <li><a href="/wiki/Google_Chat" title="Google Chat">Chat</a></li> <li><a href="/wiki/Google_Contacts" title="Google Contacts">Contacts</a></li> <li><i><a href="/wiki/Google_Currents_(social_app)" title="Google Currents (social app)">Currents (social app)</a></i></li> <li><i><a href="/wiki/Dodgeball_(service)" title="Dodgeball (service)">Dodgeball</a></i></li> <li><i><a href="/wiki/Google_Duo" title="Google Duo">Duo</a></i></li> <li><a href="/wiki/Google_Fi_Wireless" title="Google Fi Wireless">Fi Wireless</a></li> <li><i><a href="/wiki/Google_Friend_Connect" title="Google Friend Connect">Friend Connect</a></i></li> <li><i><a href="/wiki/Gizmo5" title="Gizmo5">Gizmo5</a></i></li> <li><i><a href="/wiki/Google%2B" title="Google+">Google+</a></i></li> <li><a href="/wiki/Gmail" title="Gmail">Gmail</a> <ul><li><a href="/wiki/History_of_Gmail" title="History of Gmail">History</a></li> <li><i><a href="/wiki/Inbox_by_Gmail" title="Inbox by Gmail">Inbox</a></i></li> <li><a href="/wiki/Gmail_interface" title="Gmail interface">Interface</a></li></ul></li> <li><a href="/wiki/Google_Groups" title="Google Groups">Groups</a></li> <li><i><a href="/wiki/Google_Hangouts" title="Google Hangouts">Hangouts</a></i></li> <li><i><a href="/wiki/Google_Helpouts" title="Google Helpouts">Helpouts</a></i></li> <li><a href="/wiki/Google_IME" title="Google IME">IME</a> <ul><li><a href="/wiki/Google_Japanese_Input" title="Google Japanese Input">Japanese</a></li> <li><i><a href="/wiki/Google_Pinyin" title="Google Pinyin">Pinyin</a></i></li></ul></li> <li><i><a href="/wiki/Jaiku" title="Jaiku">Jaiku</a></i></li> <li><i><a href="/wiki/Marratech" title="Marratech">Marratech</a></i></li> <li><i><a href="/wiki/Meebo" title="Meebo">Meebo</a></i></li> <li><a href="/wiki/Google_Meet" title="Google Meet">Meet</a></li> <li><a href="/wiki/Google_Messages" title="Google Messages">Messages</a></li> <li><i><a href="/wiki/Google_Moderator" title="Google Moderator">Moderator</a></i></li> <li><i><a href="/wiki/Neotonic_Software" title="Neotonic Software">Neotonic Software</a></i></li> <li><i><a href="/wiki/Orkut" title="Orkut">Orkut</a></i></li> <li><i><a href="/wiki/Postini" title="Postini">Postini</a></i></li> <li><i><a href="/wiki/Quest_Visual" title="Quest Visual">Quest Visual</a></i> <ul><li><i><a href="/wiki/Word_Lens" title="Word Lens">Word Lens</a></i></li></ul></li> <li><i><a href="/wiki/Google_Schemer" title="Google Schemer">Schemer</a></i></li> <li><i><a href="/wiki/Google_Spaces" title="Google Spaces">Spaces</a></i></li> <li><i><a href="/wiki/Sparrow_(email_client)" title="Sparrow (email client)">Sparrow</a></i></li> <li><i><a href="/wiki/Google_Talk" title="Google Talk">Talk</a></i></li> <li><a href="/wiki/Google_Translate" title="Google Translate">Translate</a> <ul><li><i><a href="/wiki/Google_Translator_Toolkit" title="Google Translator Toolkit">Translator Toolkit</a></i></li></ul></li> <li><a href="/wiki/Google_Voice" title="Google Voice">Voice</a></li> <li><i><a href="/wiki/GOOG-411" title="GOOG-411">Voice Local Search</a></i></li> <li><i><a href="/wiki/Google_Wave" title="Google Wave">Wave</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Google_Search" title="Google Search">Search</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Aardvark_(search_engine)" title="Aardvark (search engine)">Aardvark</a></i></li> <li><a href="/wiki/Google_Alerts" title="Google Alerts">Alerts</a></li> <li><i><a href="/wiki/Google_Answers" title="Google Answers">Answers</a></i></li> <li><i><a href="/wiki/Google_Base" title="Google Base">Base</a></i></li> <li><i><a href="/wiki/BeatThatQuote.com" title="BeatThatQuote.com">BeatThatQuote.com</a></i></li> <li><i><a href="/wiki/Google_Blog_Search" title="Google Blog Search">Blog Search</a></i></li> <li><a href="/wiki/Google_Books" title="Google Books">Books</a> <ul><li><a href="/wiki/Google_Books_Ngram_Viewer" title="Google Books Ngram Viewer">Ngram Viewer</a></li></ul></li> <li><i><a href="/wiki/Google_Code_Search" title="Google Code Search">Code Search</a></i></li> <li><a href="/wiki/Data_Commons" title="Data Commons">Data Commons</a></li> <li><a href="/wiki/Google_Dataset_Search" title="Google Dataset Search">Dataset Search</a></li> <li><a href="/wiki/Google_Dictionary" title="Google Dictionary">Dictionary</a></li> <li><i><a href="/wiki/Google_Directory" title="Google Directory">Directory</a></i></li> <li><i><a href="/wiki/Google_Fast_Flip" title="Google Fast Flip">Fast Flip</a></i></li> <li><i><a href="/wiki/Google_Flu_Trends" title="Google Flu Trends">Flu Trends</a></i></li> <li><a href="/wiki/Google_Finance" title="Google Finance">Finance</a></li> <li><i><a href="/wiki/Google_Goggles" title="Google Goggles">Goggles</a></i></li> <li><a href="/wiki/Google.by" title="Google.by">Google.by</a></li> <li><a href="/wiki/Google_Images" title="Google Images">Images</a> <ul><li><i><a href="/wiki/Google_Image_Labeler" title="Google Image Labeler">Image Labeler</a></i></li> <li><i><a href="/wiki/Google_Image_Swirl" title="Google Image Swirl">Image Swirl</a></i></li></ul></li> <li><i><a href="/wiki/Kaltix" title="Kaltix">Kaltix</a></i></li> <li><a href="/wiki/Google_Knowledge_Graph" title="Google Knowledge Graph">Knowledge Graph</a> <ul><li><i><a href="/wiki/Freebase_(database)" title="Freebase (database)">Freebase</a></i></li> <li><i><a href="/wiki/Metaweb" title="Metaweb">Metaweb</a></i></li></ul></li> <li><i><a href="/wiki/Like.com" title="Like.com">Like.com</a></i></li> <li><a href="/wiki/Google_News" title="Google News">News</a> <ul><li><a href="/wiki/Google_News_Archive" title="Google News Archive">Archive</a></li> <li><i><a href="/wiki/Google_News_%26_Weather" title="Google News & Weather">Weather</a></i></li></ul></li> <li><a href="/wiki/Google_Patents" title="Google Patents">Patents</a></li> <li><a href="/wiki/People_Cards" title="People Cards">People Cards</a></li> <li><i><a href="/wiki/Google_Personalized_Search" title="Google Personalized Search">Personalized Search</a></i></li> <li><a href="/wiki/Google_Public_Data_Explorer" title="Google Public Data Explorer">Public Data Explorer</a></li> <li><i><a href="/wiki/Google_Questions_and_Answers" class="mw-redirect" title="Google Questions and Answers">Questions and Answers</a></i></li> <li><a href="/wiki/SafeSearch" title="SafeSearch">SafeSearch</a></li> <li><a href="/wiki/Google_Scholar" title="Google Scholar">Scholar</a></li> <li><i><a href="/wiki/Google_SearchWiki" title="Google SearchWiki">Searchwiki</a></i></li> <li><a href="/wiki/Google_Shopping" title="Google Shopping">Shopping</a></li> <li><i><a href="/wiki/Google_Catalogs" title="Google Catalogs">Catalogs</a></i> <ul><li><i><a href="/wiki/Google_Express" title="Google Express">Express</a></i></li></ul></li> <li><i><a href="/wiki/Google_Squared" title="Google Squared">Squared</a></i></li> <li><a href="/wiki/Tenor_(website)" title="Tenor (website)">Tenor</a></li> <li><a href="/wiki/Google_Travel" title="Google Travel">Travel</a> <ul><li><a href="/wiki/Google_Flights" title="Google Flights">Flights</a></li></ul></li> <li><a href="/wiki/Google_Trends" title="Google Trends">Trends</a> <ul><li><i><a href="/wiki/Google_Insights_for_Search" title="Google Insights for Search">Insights for Search</a></i></li></ul></li> <li><a href="/wiki/Google_Voice_Search" title="Google Voice Search">Voice Search</a></li> <li><i><a href="/wiki/WDYL_(search_engine)" title="WDYL (search engine)">WDYL</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Navigation</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Earth" title="Google Earth">Earth</a></li> <li><a href="/wiki/Endoxon" title="Endoxon">Endoxon</a></li> <li><i><a href="/wiki/ImageAmerica" title="ImageAmerica">ImageAmerica</a></i></li> <li><a href="/wiki/Google_Maps" title="Google Maps">Maps</a> <ul><li><i><a href="/wiki/Google_Latitude" title="Google Latitude">Latitude</a></i></li> <li><i><a href="/wiki/Google_Map_Maker" title="Google Map Maker">Map Maker</a></i></li> <li><i><a href="/wiki/Google_Maps_Navigation" title="Google Maps Navigation">Navigation</a></i></li> <li><a href="/wiki/Google_Maps_pin" title="Google Maps pin">Pin</a></li> <li><a href="/wiki/Google_Street_View" title="Google Street View">Street View</a> <ul><li><a href="/wiki/Google_Street_View_coverage" title="Google Street View coverage">Coverage</a></li> <li><a href="/wiki/Street_View_Trusted" title="Street View Trusted">Trusted</a></li></ul></li></ul></li> <li><a href="/wiki/Waze" title="Waze">Waze</a></li> <li><a href="/wiki/Where_Is_My_Train" title="Where Is My Train">Where Is My Train</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Business<br />and finance</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Ad_Manager" title="Google Ad Manager">Ad Manager</a></li> <li><a href="/wiki/AdMob" title="AdMob">AdMob</a></li> <li><a href="/wiki/Google_Ads" title="Google Ads">Ads</a></li> <li><a href="/wiki/Adscape" title="Adscape">Adscape</a></li> <li><a href="/wiki/Google_AdSense" title="Google AdSense">AdSense</a></li> <li><a href="/wiki/Google_Attribution" title="Google Attribution">Attribution</a></li> <li><i><a href="/wiki/BebaPay" title="BebaPay">BebaPay</a></i></li> <li><i><a href="/wiki/Google_Checkout" title="Google Checkout">Checkout</a></i></li> <li><i><a href="/wiki/Google_Contributor" title="Google Contributor">Contributor</a></i></li> <li><i><a href="/wiki/DoubleClick" title="DoubleClick">DoubleClick</a></i> <ul><li><i><a href="/wiki/Google_Affiliate_Network" title="Google Affiliate Network">Affiliate Network</a></i></li> <li><a href="/wiki/Invite_Media" title="Invite Media">Invite Media</a></li></ul></li> <li><a href="/wiki/Google_Analytics" title="Google Analytics">Marketing Platform</a> <ul><li><a href="/wiki/Google_Analytics" title="Google Analytics">Analytics</a></li> <li><a href="/wiki/Looker_Studio" title="Looker Studio">Looker Studio</a></li> <li><i><a href="/wiki/Urchin_(software)" title="Urchin (software)">Urchin</a></i></li></ul></li> <li><i><a href="/wiki/Google_Pay_(mobile_app)" title="Google Pay (mobile app)">Pay (mobile app)</a></i> <ul><li><a href="/wiki/Google_Wallet" title="Google Wallet">Wallet</a></li> <li><a href="/wiki/Google_Pay_(payment_method)" title="Google Pay (payment method)">Pay (payment method)</a></li> <li><i><a href="/wiki/Google_Pay_Send" title="Google Pay Send">Send</a></i></li> <li><i><a href="/wiki/Tez_(software)" title="Tez (software)">Tez</a></i></li></ul></li> <li><i><a href="/wiki/PostRank" title="PostRank">PostRank</a></i></li> <li><a href="/wiki/Google_Primer" title="Google Primer">Primer</a></li> <li><i><a href="/wiki/Softcard" title="Softcard">Softcard</a></i></li> <li><i><a href="/wiki/Wildfire_Interactive" title="Wildfire Interactive">Wildfire Interactive</a></i></li> <li><a href="/wiki/Widevine" title="Widevine">Widevine</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Organization<br />and productivity</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><td colspan="2" class="navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Bookmarks" title="Google Bookmarks">Bookmarks</a></i></li> <li><i><a href="/wiki/Google_Browser_Sync" title="Google Browser Sync">Browser Sync</a></i></li> <li><a href="/wiki/Google_Calendar" title="Google Calendar">Calendar</a></li> <li><a href="/wiki/Google_Cloud_Search" title="Google Cloud Search">Cloud Search</a></li> <li><i><a href="/wiki/Google_Desktop" title="Google Desktop">Desktop</a></i></li> <li><a href="/wiki/Google_Drive" title="Google Drive">Drive</a></li> <li><a href="/wiki/Etherpad" title="Etherpad">Etherpad</a></li> <li><i><a href="/wiki/Fflick" title="Fflick">fflick</a></i></li> <li><a href="/wiki/Files_(Google)" title="Files (Google)">Files</a></li> <li><i><a href="/wiki/IGoogle" title="IGoogle">iGoogle</a></i></li> <li><i><a href="/wiki/Jamboard" title="Jamboard">Jamboard</a></i></li> <li><i><a href="/wiki/Google_Notebook" title="Google Notebook">Notebook</a></i></li> <li><a href="/wiki/NotebookLM" title="NotebookLM">NotebookLM</a></li> <li><a href="/wiki/Google_One" title="Google One">One</a></li> <li><a href="/wiki/Google_Photos" title="Google Photos">Photos</a></li> <li><i><a href="/wiki/Quickoffice" title="Quickoffice">Quickoffice</a></i></li> <li><i><a href="/wiki/Google_Quick_Search_Box" title="Google Quick Search Box">Quick Search Box</a></i></li> <li><a href="/wiki/Google_Surveys" title="Google Surveys">Surveys</a></li> <li><i><a href="/wiki/Google_Sync" title="Google Sync">Sync</a></i></li> <li><a href="/wiki/Google_Tasks" title="Google Tasks">Tasks</a></li> <li><i><a href="/wiki/Google_Toolbar" title="Google Toolbar">Toolbar</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Google_Docs_Editors" title="Google Docs Editors">Docs Editors</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Docs" title="Google Docs">Docs</a></li> <li><a href="/wiki/Google_Drawings" title="Google Drawings">Drawings</a></li> <li><a href="/wiki/Google_Forms" title="Google Forms">Forms</a></li> <li><i><a href="/wiki/Google_Fusion_Tables" title="Google Fusion Tables">Fusion Tables</a></i></li> <li><a href="/wiki/Google_Keep" title="Google Keep">Keep</a></li> <li><a href="/wiki/Google_Sheets" title="Google Sheets">Sheets</a></li> <li><a href="/wiki/Google_Slides" title="Google Slides">Slides</a></li> <li><a href="/wiki/Google_Sites" title="Google Sites">Sites</a></li> <li><a href="/wiki/Google_Vids" title="Google Vids">Vids</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Publishing</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Apture" title="Apture">Apture</a></i></li> <li><a href="/wiki/Blogger_(service)" title="Blogger (service)">Blogger</a> <ul><li><a href="/wiki/Pyra_Labs" title="Pyra Labs">Pyra Labs</a></li></ul></li> <li><i><a href="/wiki/Google_Domains" title="Google Domains">Domains</a></i></li> <li><a href="/wiki/FeedBurner" title="FeedBurner">FeedBurner</a></li> <li><i><a href="/wiki/Google_One_Pass" title="Google One Pass">One Pass</a></i></li> <li><i><a href="/wiki/Google_Page_Creator" title="Google Page Creator">Page Creator</a></i></li> <li><a href="/wiki/Google_Sites" title="Google Sites">Sites</a></li> <li><a href="/wiki/Google_Web_Designer" title="Google Web Designer">Web Designer</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Education</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Classroom" title="Google Classroom">Classroom</a></li> <li><i><a href="/wiki/Grasshopper_(mobile_app)" title="Grasshopper (mobile app)">Grasshopper</a></i></li> <li><a href="/wiki/Socratic_(Google)" title="Socratic (Google)">Socratic</a></li> <li><a href="/wiki/Photomath" title="Photomath">Photomath</a></li> <li><a href="/wiki/Read_Along" title="Read Along">Read Along</a></li> <li><a href="/wiki/Toontastic_3D" title="Toontastic 3D">Toontastic 3D</a></li> <li><a href="/wiki/Google_Workspace" title="Google Workspace">Workspace</a> <ul><li><a href="/wiki/Google_Workspace_Marketplace" title="Google Workspace Marketplace">Marketplace</a></li></ul></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Others</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><td colspan="2" class="navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Google_Account" title="Google Account">Account</a> <ul><li><a href="/wiki/Google_Dashboard" title="Google Dashboard">Dashboard</a></li> <li><a href="/wiki/Google_Takeout" title="Google Takeout">Takeout</a></li></ul></li> <li><a href="/wiki/Android_Auto" title="Android Auto">Android Auto</a></li> <li><i><a href="/wiki/Android_Beam" title="Android Beam">Android Beam</a></i></li> <li><a href="/wiki/Google_Arts_%26_Culture" title="Google Arts & Culture">Arts & Culture</a></li> <li><a href="/wiki/Google_Assistant" title="Google Assistant">Assistant</a></li> <li><a href="/wiki/Google_Authenticator" title="Google Authenticator">Authenticator</a></li> <li><i><a href="/wiki/ZygoteBody" title="ZygoteBody">Body</a></i></li> <li><i><a href="/wiki/BufferBox" title="BufferBox">BufferBox</a></i></li> <li><i><a href="/wiki/Google_Building_Maker" title="Google Building Maker">Building Maker</a></i></li> <li><i><a href="/wiki/BumpTop" title="BumpTop">BumpTop</a></i></li> <li><a href="/wiki/Google_Cast" title="Google Cast">Cast</a></li> <li><i><a href="/wiki/Google_Cloud_Print" title="Google Cloud Print">Cloud Print</a></i></li> <li><a href="/wiki/Crowdsource_(app)" title="Crowdsource (app)">Crowdsource</a></li> <li><a href="/wiki/Digital_Wellbeing" title="Digital Wellbeing">Digital Wellbeing</a></li> <li><i><a href="/wiki/Google_Expeditions" title="Google Expeditions">Expeditions</a></i></li> <li><a href="/wiki/Google_Family_Link" title="Google Family Link">Family Link</a></li> <li><a href="/wiki/Find_My_Device" title="Find My Device">Find My Device</a></li> <li><a href="/wiki/Google_Fit" title="Google Fit">Fit</a></li> <li><a href="/wiki/Google_Fonts" title="Google Fonts">Google Fonts</a></li> <li><a href="/wiki/Gboard" title="Gboard">Gboard</a></li> <li><a href="/wiki/Gemini_(chatbot)" title="Gemini (chatbot)">Gemini</a></li> <li><i><a href="/wiki/Google_Gesture_Search" title="Google Gesture Search">Gesture Search</a></i></li> <li><i><a href="/wiki/Impermium" title="Impermium">Impermium</a></i></li> <li><i><a href="/wiki/Knol" title="Knol">Knol</a></i></li> <li><i><a href="/wiki/Google_Lively" title="Google Lively">Lively</a></i></li> <li><a href="/wiki/Live_Transcribe" title="Live Transcribe">Live Transcribe</a></li> <li><i><a href="/wiki/MyTracks" title="MyTracks">MyTracks</a></i></li> <li><i><a href="/wiki/Nearby_Share" title="Nearby Share">Nearby Share</a></i></li> <li><a href="/wiki/Google_Now" title="Google Now">Now</a></li> <li><i><a href="/wiki/Google_Offers" title="Google Offers">Offers</a></i></li> <li><a href="/wiki/Google_Opinion_Rewards" title="Google Opinion Rewards">Opinion Rewards</a></li> <li><a href="/wiki/Google_Person_Finder" title="Google Person Finder">Person Finder</a></li> <li><i><a href="/wiki/Poly_(website)" title="Poly (website)">Poly</a></i></li> <li><a href="/wiki/Google_Question_Hub" title="Google Question Hub">Question Hub</a></li> <li><a href="/wiki/Quick_Share" title="Quick Share">Quick Share</a></li> <li><i><a href="/wiki/Google_Reader" title="Google Reader">Reader</a></i></li> <li><a href="/wiki/Google_Safe_Browsing" title="Google Safe Browsing">Safe Browsing</a></li> <li><i><a href="/wiki/Google_Sidewiki" title="Google Sidewiki">Sidewiki</a></i></li> <li><i><a href="/wiki/SlickLogin" title="SlickLogin">SlickLogin</a></i></li> <li><a href="/wiki/Sound_Amplifier" title="Sound Amplifier">Sound Amplifier</a></li> <li><a href="/wiki/Speech_Recognition_%26_Synthesis" title="Speech Recognition & Synthesis">Speech Recognition & Synthesis</a></li> <li><i><a href="/wiki/Google_Station" title="Google Station">Station</a></i></li> <li><a href="/wiki/Google_Store" title="Google Store">Store</a></li> <li><a href="/wiki/TalkBack" title="TalkBack">TalkBack</a></li> <li><i><a href="/wiki/Tilt_Brush" title="Tilt Brush">Tilt Brush</a></i></li> <li><i><a href="/wiki/Google_URL_Shortener" title="Google URL Shortener">URL Shortener</a></i></li> <li><a href="/wiki/Voice_Access" title="Voice Access">Voice Access</a></li> <li><i><a href="/wiki/Wavii" title="Wavii">Wavii</a></i></li> <li><a href="/wiki/Google_Web_Light" title="Google Web Light">Web Light</a></li> <li><i><a href="/wiki/Google_WiFi" title="Google WiFi">WiFi</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Google_Chrome" title="Google Chrome">Chrome</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Chrome_App" title="Google Chrome App">Apps</a></i></li> <li><a href="/wiki/Chromium_(web_browser)" title="Chromium (web browser)">Chromium</a></li> <li><a href="/wiki/Dinosaur_Game" title="Dinosaur Game">Dinosaur Game</a></li> <li><i><a href="/wiki/GreenBorder" title="GreenBorder">GreenBorder</a></i></li> <li><a href="/wiki/Chrome_Remote_Desktop" title="Chrome Remote Desktop">Remote Desktop</a></li> <li><a href="/wiki/Chrome_Web_Store" title="Chrome Web Store">Web Store</a></li> <li><a href="/wiki/V8_(JavaScript_engine)" title="V8 (JavaScript engine)">V8</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Images and<br />photography</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Pixel_Camera" title="Pixel Camera">Camera</a></li> <li><a href="/wiki/Google_Lens" title="Google Lens">Lens</a></li> <li><a href="/wiki/Snapseed" title="Snapseed">Snapseed</a> <ul><li><i><a href="/wiki/Nik_Software" title="Nik Software">Nik Software</a></i></li></ul></li> <li><i><a href="/wiki/Panoramio" title="Panoramio">Panoramio</a></i></li> <li><a href="/wiki/Google_Photos" title="Google Photos">Photos</a></li> <li><i><a href="/wiki/Picasa" title="Picasa">Picasa</a></i> <ul><li><i><a href="/wiki/Picasa_Web_Albums" title="Picasa Web Albums">Web Albums</a></i></li></ul></li> <li><i><a href="/wiki/Picnik" title="Picnik">Picnik</a></i></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Hardware" style="font-size:114%;margin:0 4em">Hardware</div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Smartphones</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Android_Dev_Phone" title="Android Dev Phone">Android Dev Phone</a></i></li> <li><a href="/wiki/Android_One" title="Android One">Android One</a></li> <li><i><a href="/wiki/Google_Nexus" title="Google Nexus">Nexus</a></i> <ul><li><a href="/wiki/Nexus_One" title="Nexus One">Nexus One</a></li> <li><a href="/wiki/Nexus_S" title="Nexus S">S</a></li> <li><a href="/wiki/Galaxy_Nexus" title="Galaxy Nexus">Galaxy Nexus</a></li> <li><a href="/wiki/Nexus_4" title="Nexus 4">4</a></li> <li><a href="/wiki/Nexus_5" title="Nexus 5">5</a></li> <li><a href="/wiki/Nexus_6" title="Nexus 6">6</a></li> <li><a href="/wiki/Nexus_5X" title="Nexus 5X">5X</a></li> <li><a href="/wiki/Nexus_6P" title="Nexus 6P">6P</a></li> <li><a href="/wiki/Comparison_of_Google_Nexus_smartphones" title="Comparison of Google Nexus smartphones">Comparison</a></li></ul></li> <li><a href="/wiki/Google_Pixel" title="Google Pixel">Pixel</a> <ul><li><a href="/wiki/Pixel_(1st_generation)" title="Pixel (1st generation)">Pixel</a></li> <li><a href="/wiki/Pixel_2" title="Pixel 2">2</a></li> <li><a href="/wiki/Pixel_3" title="Pixel 3">3</a></li> <li><a href="/wiki/Pixel_3a" title="Pixel 3a">3a</a></li> <li><a href="/wiki/Pixel_4" title="Pixel 4">4</a></li> <li><a href="/wiki/Pixel_4a" title="Pixel 4a">4a</a></li> <li><a href="/wiki/Pixel_5" title="Pixel 5">5</a></li> <li><a href="/wiki/Pixel_5a" title="Pixel 5a">5a</a></li> <li><a href="/wiki/Pixel_6" title="Pixel 6">6</a></li> <li><a href="/wiki/Pixel_6a" title="Pixel 6a">6a</a></li> <li><a href="/wiki/Pixel_7" title="Pixel 7">7</a></li> <li><a href="/wiki/Pixel_7a" title="Pixel 7a">7a</a></li> <li><a href="/wiki/Pixel_Fold" title="Pixel Fold">Fold</a></li> <li><a href="/wiki/Pixel_8" title="Pixel 8">8</a></li> <li><a href="/wiki/Pixel_8a" title="Pixel 8a">8a</a></li> <li><a href="/wiki/Pixel_9" title="Pixel 9">Pixel 9</a></li> <li><a href="/wiki/Pixel_9_Pro_Fold" title="Pixel 9 Pro Fold">Pixel 9 Pro Fold</a></li> <li><a href="/wiki/Comparison_of_Google_Pixel_smartphones" title="Comparison of Google Pixel smartphones">Comparison</a></li></ul></li> <li><i><a href="/wiki/List_of_Google_Play_edition_devices" title="List of Google Play edition devices">Play Edition</a></i></li> <li><i><a href="/wiki/Project_Ara" title="Project Ara">Project Ara</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Laptops and tablets</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Chromebook" title="Chromebook">Chromebook</a></li> <li><i><a href="/wiki/Google_Nexus" title="Google Nexus">Nexus</a></i> <ul><li><a href="/wiki/Nexus_7_(2012)" title="Nexus 7 (2012)">7 (2012)</a></li> <li><a href="/wiki/Nexus_7_(2013)" title="Nexus 7 (2013)">7 (2013)</a></li> <li><a href="/wiki/Nexus_10" title="Nexus 10">10</a></li> <li><a href="/wiki/Nexus_9" title="Nexus 9">9</a></li> <li><a href="/wiki/Comparison_of_Google_Nexus_tablets" title="Comparison of Google Nexus tablets">Comparison</a></li></ul></li> <li><a href="/wiki/Google_Pixel" title="Google Pixel">Pixel</a> <ul><li><a href="/wiki/Chromebook_Pixel" title="Chromebook Pixel">Chromebook Pixel</a></li> <li><a href="/wiki/Pixelbook" title="Pixelbook">Pixelbook</a></li> <li><a href="/wiki/Pixelbook_Go" title="Pixelbook Go">Pixelbook Go</a></li> <li><a href="/wiki/Pixel_C" title="Pixel C">C</a></li> <li><a href="/wiki/Pixel_Slate" title="Pixel Slate">Slate</a></li> <li><a href="/wiki/Pixel_Tablet" title="Pixel Tablet">Tablet</a></li></ul></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Wearables</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Fitbit" title="Fitbit">Fitbit</a> <ul><li><a href="/wiki/List_of_Fitbit_products" title="List of Fitbit products">List of products</a></li></ul></li> <li><a href="/wiki/Pixel_Buds" title="Pixel Buds">Pixel Buds</a></li> <li><a href="/wiki/Pixel_Watch" title="Pixel Watch">Pixel Watch</a></li> <li><a href="/wiki/Pixel_Watch_2" title="Pixel Watch 2">Pixel Watch 2</a></li> <li><a href="/wiki/Pixel_Watch_3" title="Pixel Watch 3">Pixel Watch 3</a></li> <li><a href="/wiki/Project_Iris" title="Project Iris">Project Iris</a> (unreleased)</li> <li>Virtual reality <ul><li><i><a href="/wiki/Google_Cardboard" title="Google Cardboard">Cardboard</a></i></li> <li><i><a href="/wiki/Google_Contact_Lens" title="Google Contact Lens">Contact Lens</a></i></li> <li><i><a href="/wiki/Google_Daydream" title="Google Daydream">Daydream</a></i></li> <li><a href="/wiki/Google_Glass" title="Google Glass">Glass</a></li></ul></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Others</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Chromebit" title="Chromebit">Chromebit</a></li> <li><a href="/wiki/Chromebox" title="Chromebox">Chromebox</a></li> <li><i><a href="/wiki/Google_Clips" title="Google Clips">Clips</a></i></li> <li>Digital media players <ul><li><i><a href="/wiki/Chromecast" title="Chromecast">Chromecast</a></i></li> <li><i><a href="/wiki/Nexus_Player" title="Nexus Player">Nexus Player</a></i></li> <li><i><a href="/wiki/Nexus_Q" title="Nexus Q">Nexus Q</a></i></li></ul></li> <li><i><a href="/wiki/Dropcam" title="Dropcam">Dropcam</a></i></li> <li><a href="/wiki/Liquid_Galaxy" title="Liquid Galaxy">Liquid Galaxy</a></li> <li><a href="/wiki/Google_Nest" title="Google Nest">Nest</a> <ul><li><a href="/wiki/Google_Nest_(smart_speakers)" title="Google Nest (smart speakers)">Smart Speakers</a></li> <li><a href="/wiki/Nest_Thermostat" title="Nest Thermostat">Thermostat</a></li> <li><a href="/wiki/Nest_Wifi" title="Nest Wifi">Wifi</a></li></ul></li> <li><i><a href="/wiki/Google_OnHub" title="Google OnHub">OnHub</a></i></li> <li><i><a href="/wiki/Pixel_Visual_Core" title="Pixel Visual Core">Pixel Visual Core</a></i></li> <li><i><a href="/wiki/Google_Search_Appliance" title="Google Search Appliance">Search Appliance</a></i></li> <li><a href="/wiki/Sycamore_processor" title="Sycamore processor">Sycamore processor</a></li> <li><a href="/wiki/Google_Tensor" title="Google Tensor">Tensor</a></li> <li><a href="/wiki/Tensor_Processing_Unit" title="Tensor Processing Unit">Tensor Processing Unit</a></li> <li><a href="/wiki/Titan_Security_Key" title="Titan Security Key">Titan Security Key</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks hlist mw-collapsible autocollapse navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Google_litigation" title="Template:Google litigation"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Google_litigation" title="Template talk:Google litigation"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Google_litigation" title="Special:EditPage/Template:Google litigation"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Litigation" style="font-size:114%;margin:0 4em"><a href="/wiki/Google_litigation" title="Google litigation">Litigation</a></div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">Advertising</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Feldman_v._Google,_Inc." title="Feldman v. Google, Inc.">Feldman v. Google, Inc.</a></i> (2007)</li> <li><i><a href="/wiki/Rescuecom_Corp._v._Google_Inc." title="Rescuecom Corp. v. Google Inc.">Rescuecom Corp. v. Google Inc.</a></i> (2009)</li> <li><i><a href="/wiki/Goddard_v._Google,_Inc." title="Goddard v. Google, Inc.">Goddard v. Google, Inc.</a></i> (2009)</li> <li><i><a href="/wiki/Rosetta_Stone_Ltd._v._Google,_Inc." title="Rosetta Stone Ltd. v. Google, Inc.">Rosetta Stone Ltd. v. Google, Inc.</a></i> (2012)</li> <li><i><a href="/wiki/Google,_Inc._v._American_Blind_%26_Wallpaper_Factory,_Inc." title="Google, Inc. v. American Blind & Wallpaper Factory, Inc.">Google, Inc. v. American Blind & Wallpaper Factory, Inc.</a></i> (2017)</li> <li><a href="/wiki/Jedi_Blue" title="Jedi Blue">Jedi Blue</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Antitrust</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Antitrust_cases_against_Google_by_the_European_Union" title="Antitrust cases against Google by the European Union">European Union</a> (2010–present)</li> <li><i><a href="/wiki/High-Tech_Employee_Antitrust_Litigation" title="High-Tech Employee Antitrust Litigation">United States v. Adobe Systems, Inc., Apple Inc., Google Inc., Intel Corporation, Intuit, Inc., and Pixar</a></i> (2011)</li> <li><i><a href="/wiki/Umar_Javeed,_Sukarma_Thapar,_Aaqib_Javeed_vs._Google_LLC_and_Ors." title="Umar Javeed, Sukarma Thapar, Aaqib Javeed vs. Google LLC and Ors.">Umar Javeed, Sukarma Thapar, Aaqib Javeed vs. Google LLC and Ors.</a></i> (2019)</li> <li><i><a href="/wiki/United_States_v._Google_LLC_(2020)" title="United States v. Google LLC (2020)">United States v. Google LLC</a></i> (2020)</li> <li><i><a href="/wiki/United_States_v._Google_LLC_(2023)" title="United States v. Google LLC (2023)">United States v. Google LLC</a></i> (2023)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Intellectual property</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Perfect_10,_Inc._v._Amazon.com,_Inc." title="Perfect 10, Inc. v. Amazon.com, Inc.">Perfect 10, Inc. v. Amazon.com, Inc.</a> and A9.com Inc. and Google Inc.</i> (2007)</li> <li><i><a href="/wiki/Viacom_International_Inc._v._YouTube,_Inc." title="Viacom International Inc. v. YouTube, Inc.">Viacom International Inc. v. YouTube, Inc.</a></i> (2010)</li> <li><i><a href="/wiki/Lenz_v._Universal_Music_Corp." title="Lenz v. Universal Music Corp.">Lenz v. Universal Music Corp.</a></i>(2015)</li> <li><i><a href="/wiki/Authors_Guild,_Inc._v._Google,_Inc." title="Authors Guild, Inc. v. Google, Inc.">Authors Guild, Inc. v. Google, Inc.</a></i> (2015)</li> <li><i><a href="/wiki/Field_v._Google,_Inc." title="Field v. Google, Inc.">Field v. Google, Inc.</a></i> (2016)</li> <li><i><a href="/wiki/Google_LLC_v._Oracle_America,_Inc." title="Google LLC v. Oracle America, Inc.">Google LLC v. Oracle America, Inc.</a></i> (2021)</li> <li><a href="/wiki/Smartphone_patent_wars" title="Smartphone patent wars">Smartphone patent wars</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Privacy</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Rocky_Mountain_Bank_v._Google,_Inc." title="Rocky Mountain Bank v. Google, Inc.">Rocky Mountain Bank v. Google, Inc.</a></i> (2009)</li> <li><i><a href="/wiki/Hibnick_v._Google,_Inc." title="Hibnick v. Google, Inc.">Hibnick v. Google, Inc.</a></i> (2010)</li> <li><i><a href="/wiki/United_States_v._Google_Inc." title="United States v. Google Inc.">United States v. Google Inc.</a></i> (2012)</li> <li><a href="/wiki/Judgement_of_the_German_Federal_Court_of_Justice_on_Google%27s_autocomplete_function" title="Judgement of the German Federal Court of Justice on Google's autocomplete function">Judgement of the German Federal Court of Justice on Google's autocomplete function</a> (2013)</li> <li><i><a href="/wiki/Joffe_v._Google,_Inc." title="Joffe v. Google, Inc.">Joffe v. Google, Inc.</a></i> (2013)</li> <li><i><a href="/wiki/Mosley_v_SARL_Google" title="Mosley v SARL Google">Mosley v SARL Google</a></i> (2013)</li> <li><i><a href="/wiki/Google_Spain_v_AEPD_and_Mario_Costeja_Gonz%C3%A1lez" title="Google Spain v AEPD and Mario Costeja González">Google Spain v AEPD and Mario Costeja González</a></i> (2014)</li> <li><i><a href="/wiki/Frank_v._Gaos" title="Frank v. Gaos">Frank v. Gaos</a></i> (2019)</li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Garcia_v._Google,_Inc." title="Garcia v. Google, Inc.">Garcia v. Google, Inc.</a></i> (2015)</li> <li><i><a href="/wiki/Google_LLC_v_Defteros" title="Google LLC v Defteros">Google LLC v Defteros</a></i> (2020)</li> <li><i><a href="/wiki/Epic_Games_v._Google" title="Epic Games v. Google">Epic Games v. Google</a></i> (2021)</li> <li><i><a href="/wiki/Gonzalez_v._Google_LLC" title="Gonzalez v. Google LLC">Gonzalez v. Google LLC</a></i> (2022)</li></ul> </div></td></tr><tr><td class="navbox-abovebelow" colspan="2"><div> <ul><li><span class="noviewer" typeof="mw:File"><span title="Category"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/16px-Symbol_category_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/23px-Symbol_category_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/31px-Symbol_category_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> <a href="/wiki/Category:Google_litigation" title="Category:Google litigation">Category</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks mw-collapsible mw-collapsed navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Related" style="font-size:114%;margin:0 4em">Related</div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Terms and phrases</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li>"<a href="/wiki/Don%27t_be_evil" title="Don't be evil">Don't be evil</a>"</li> <li><a href="/wiki/Gayglers" title="Gayglers">Gayglers</a></li> <li><a href="/wiki/Google_(verb)" title="Google (verb)">Google (verb)</a></li> <li><a href="/wiki/Google_bombing" title="Google bombing">Google bombing</a> <ul><li><a href="/wiki/Political_Google_bombs_in_the_2004_U.S._presidential_election" title="Political Google bombs in the 2004 U.S. presidential election">2004 U.S. presidential election</a></li></ul></li> <li><a href="/wiki/Google_effect" title="Google effect">Google effect</a></li> <li><a href="/wiki/Googlefight" title="Googlefight">Googlefight</a></li> <li><a href="/wiki/Google_hacking" title="Google hacking">Google hacking</a></li> <li><a href="/wiki/Googleshare" title="Googleshare">Googleshare</a></li> <li><a href="/wiki/Google_tax" title="Google tax">Google tax</a></li> <li><a href="/wiki/Googlewhack" title="Googlewhack">Googlewhack</a></li> <li><a href="/wiki/Googlization" title="Googlization">Googlization</a></li> <li>"<a href="/wiki/Illegal_flower_tribute" title="Illegal flower tribute">Illegal flower tribute</a>"</li> <li><a href="/wiki/Rooting_(Android)" title="Rooting (Android)">Rooting</a></li> <li><a href="/wiki/Search_engine_manipulation_effect" title="Search engine manipulation effect">Search engine manipulation effect</a></li> <li><a href="/wiki/Sitelink" title="Sitelink">Sitelink</a></li> <li><a href="/wiki/Site_reliability_engineering" title="Site reliability engineering">Site reliability engineering</a></li> <li><a href="/wiki/YouTube_poop" title="YouTube poop">YouTube poop</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Documentary_films_about_Google" title="Category:Documentary films about Google">Documentaries</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/AlphaGo_(film)" title="AlphaGo (film)">AlphaGo</a></i></li> <li><i><a href="/wiki/Google_Behind_the_Screen" title="Google Behind the Screen">Google: Behind the Screen</a></i></li> <li><i><a href="/wiki/Google_Maps_Road_Trip" title="Google Maps Road Trip">Google Maps Road Trip</a></i></li> <li><i><a href="/wiki/Google_and_the_World_Brain" title="Google and the World Brain">Google and the World Brain</a></i></li> <li><i><a href="/wiki/The_Creepy_Line" title="The Creepy Line">The Creepy Line</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Category:Books_about_Google" title="Category:Books about Google">Books</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Hacks" title="Google Hacks">Google Hacks</a></i></li> <li><i><a href="/wiki/The_Google_Story" title="The Google Story">The Google Story</a></i></li> <li><i><a href="/wiki/Google_Volume_One" title="Google Volume One">Google Volume One</a></i></li> <li><i><a href="/wiki/Googled:_The_End_of_the_World_as_We_Know_It" title="Googled: The End of the World as We Know It">Googled: The End of the World as We Know It</a></i></li> <li><i><a href="/wiki/How_Google_Works" title="How Google Works">How Google Works</a></i></li> <li><i><a href="/wiki/I%27m_Feeling_Lucky_(book)" title="I'm Feeling Lucky (book)">I'm Feeling Lucky</a></i></li> <li><i><a href="/wiki/In_the_Plex" title="In the Plex">In the Plex</a></i></li> <li><i><a href="/wiki/The_Google_Book" title="The Google Book">The Google Book</a></i></li> <li><i><a href="/wiki/The_MANIAC" title="The MANIAC">The MANIAC</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Popular culture</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><i><a href="/wiki/Google_Feud" title="Google Feud">Google Feud</a></i></li> <li><a href="/wiki/Google_Me_(film)" title="Google Me (film)"><i>Google Me</i> (film)</a></li> <li><a href="/wiki/Google_Me_(Kim_Zolciak_song)" title="Google Me (Kim Zolciak song)">"Google Me" (Kim Zolciak song)</a></li> <li><a href="/wiki/Google_Me_(Teyana_Taylor_song)" title="Google Me (Teyana Taylor song)">"Google Me" (Teyana Taylor song)</a></li> <li><i><a href="/wiki/Is_Google_Making_Us_Stupid%3F" title="Is Google Making Us Stupid?">Is Google Making Us Stupid?</a></i></li> <li><i><a href="/wiki/Proceratium_google" title="Proceratium google">Proceratium google</a></i></li> <li><i><a href="/wiki/Matt_Nathanson:_Live_at_Google" title="Matt Nathanson: Live at Google">Matt Nathanson: Live at Google</a></i></li> <li><i><a href="/wiki/The_Billion_Dollar_Code" title="The Billion Dollar Code">The Billion Dollar Code</a></i></li> <li><i><a href="/wiki/The_Internship" title="The Internship">The Internship</a></i></li> <li><i><a href="/wiki/Where_on_Google_Earth_is_Carmen_Sandiego%3F" title="Where on Google Earth is Carmen Sandiego?">Where on Google Earth is Carmen Sandiego?</a></i></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Others</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li>"<a href="/wiki/Attention_Is_All_You_Need" title="Attention Is All You Need">Attention Is All You Need</a>"</li> <li><a href="/wiki/ElgooG" title="ElgooG">elgooG</a></li> <li><a href="/wiki/Predictions_of_the_end_of_Google" title="Predictions of the end of Google">Predictions of the end</a></li> <li><a href="/wiki/Google_Registry" title="Google Registry">Registry</a> <ul><li><a href="/wiki/.app_(top-level_domain)" title=".app (top-level domain)">.app (top-level domain)</a></li> <li><a href="/wiki/.dev" title=".dev">.dev</a></li> <li><a href="/wiki/G.co" title="G.co">g.co</a></li> <li><a href="/wiki/.google" title=".google">.google</a></li></ul></li> <li><a href="/wiki/Pimp_My_Search" title="Pimp My Search">Pimp My Search</a></li> <li><a href="/wiki/Relationship_between_Google_and_Wikipedia" title="Relationship between Google and Wikipedia">Relationship with Wikipedia</a></li> <li><a href="/wiki/Sensorvault" title="Sensorvault">Sensorvault</a></li> <li><a href="/wiki/Stanford_Digital_Library_Project" title="Stanford Digital Library Project">Stanford Digital Library Project</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr></tbody></table><div></div></td></tr><tr><td class="navbox-abovebelow" colspan="2"><div> <ul><li><i>Italics</i> indicate <a href="/wiki/List_of_Google_products#Discontinued_products_and_services" title="List of Google products">discontinued products or services</a>.</li> <li><span class="noviewer" typeof="mw:File"><span title="Category"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/16px-Symbol_category_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/23px-Symbol_category_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/9/96/Symbol_category_class.svg/31px-Symbol_category_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> <a href="/wiki/Category:Google" title="Category:Google">Category</a></li> <li><span class="noviewer" typeof="mw:File"><span title="Commons page"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/12px-Commons-logo.svg.png" decoding="async" width="12" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/18px-Commons-logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/24px-Commons-logo.svg.png 2x" data-file-width="1024" data-file-height="1376" /></span></span> <a href="https://commons.wikimedia.org/wiki/Category:Google" class="extiw" title="commons:Category:Google">Commons</a></li> <li><span class="noviewer" typeof="mw:File"><span title="Outline"><img alt="" src="//upload.wikimedia.org/wikipedia/commons/thumb/4/41/Global_thinking.svg/10px-Global_thinking.svg.png" decoding="async" width="10" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/4/41/Global_thinking.svg/15px-Global_thinking.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/4/41/Global_thinking.svg/21px-Global_thinking.svg.png 2x" data-file-width="130" data-file-height="200" /></span></span> <a href="/wiki/Outline_of_Google" title="Outline of Google">Outline</a></li> <li><span class="noviewer" typeof="mw:File"><span title="Project page"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/7/72/Symbol_project_class.svg/16px-Symbol_project_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/7/72/Symbol_project_class.svg/23px-Symbol_project_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/7/72/Symbol_project_class.svg/31px-Symbol_project_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> <a href="/wiki/Wikipedia:WikiProject_Google" title="Wikipedia:WikiProject Google">WikiProject</a></li></ul> </div></td></tr></tbody></table></div> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236075235"></div><div role="navigation" class="navbox" aria-labelledby="Approaches_to_machine_translation" style="padding:3px"><table class="nowraplinks mw-collapsible autocollapse navbox-inner" style="border-spacing:0;background:transparent;color:inherit"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1239400231"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Approaches_to_machine_translation" title="Template:Approaches to machine translation"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Approaches_to_machine_translation" title="Template talk:Approaches to machine translation"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Approaches_to_machine_translation" title="Special:EditPage/Template:Approaches to machine translation"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Approaches_to_machine_translation" style="font-size:114%;margin:0 4em">Approaches to <a href="/wiki/Machine_translation" title="Machine translation">machine translation</a></div></th></tr><tr><td colspan="2" class="navbox-list navbox-odd hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Dictionary-based_machine_translation" title="Dictionary-based machine translation">Dictionary-based</a></li> <li><a href="/wiki/Rule-based_machine_translation" title="Rule-based machine translation">Rule-based</a></li> <li><a href="/wiki/Transfer-based_machine_translation" title="Transfer-based machine translation">Transfer-based</a></li> <li><a href="/wiki/Statistical_machine_translation" title="Statistical machine translation">Statistical</a></li> <li><a href="/wiki/Example-based_machine_translation" title="Example-based machine translation">Example-based</a></li> <li><a href="/wiki/Interlingual_machine_translation" title="Interlingual machine translation">Interlingual</a></li> <li><a href="/wiki/Neural_machine_translation" title="Neural machine translation">Neural</a></li> <li><a href="/wiki/Hybrid_machine_translation" title="Hybrid machine translation">Hybrid</a></li></ul> </div></td></tr></tbody></table></div> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236075235"></div><div role="navigation" class="navbox" aria-labelledby="Emerging_technologies" style="padding:3px"><table class="nowraplinks hlist mw-collapsible autocollapse navbox-inner" style="border-spacing:0;background:transparent;color:inherit"><tbody><tr><th scope="col" class="navbox-title" colspan="2" style="text-align: center;"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1239400231"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Emerging_technologies" title="Template:Emerging technologies"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Emerging_technologies" title="Template talk:Emerging technologies"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Emerging_technologies" title="Special:EditPage/Template:Emerging technologies"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Emerging_technologies" style="font-size:114%;margin:0 4em"><a href="/wiki/Emerging_technologies" title="Emerging technologies">Emerging technologies</a></div></th></tr><tr><th scope="row" class="navbox-group" style="text-align: center;;width:1%">Fields</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%;text-align: center;"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;"><a href="/wiki/Information_and_communications_technology" title="Information and communications technology">Information and<br />communications</a></div></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Ambient_intelligence" title="Ambient intelligence">Ambient intelligence</a> <ul><li><a href="/wiki/Internet_of_things" title="Internet of things">Internet of things</a></li></ul></li> <li><a href="/wiki/Artificial_intelligence" title="Artificial intelligence">Artificial intelligence</a> <ul><li><a href="/wiki/Applications_of_artificial_intelligence" title="Applications of artificial intelligence">Applications of artificial intelligence</a></li> <li><a href="/wiki/Machine_translation" title="Machine translation">Machine translation</a></li> <li><a href="/wiki/Machine_vision" title="Machine vision">Machine vision</a></li> <li><a href="/wiki/Mobile_translation" title="Mobile translation">Mobile translation</a></li> <li><a href="/wiki/Progress_in_artificial_intelligence" title="Progress in artificial intelligence">Progress in artificial intelligence</a></li> <li><a href="/wiki/Semantic_Web" title="Semantic Web">Semantic Web</a></li> <li><a href="/wiki/Speech_recognition" title="Speech recognition">Speech recognition</a></li></ul></li> <li><a href="/wiki/Atomtronics" title="Atomtronics">Atomtronics</a></li> <li><a href="/wiki/Carbon_nanotube_field-effect_transistor" title="Carbon nanotube field-effect transistor">Carbon nanotube field-effect transistor</a></li> <li><a href="/wiki/Cybermethodology" title="Cybermethodology">Cybermethodology</a></li> <li><a href="/wiki/Extended_reality" title="Extended reality">Extended reality</a></li> <li><a href="/wiki/Optical_disc#Fourth-generation" title="Optical disc">Fourth-generation optical discs</a> <ul><li><a href="/wiki/3D_optical_data_storage" title="3D optical data storage">3D optical data storage</a></li> <li><a href="/wiki/Holographic_data_storage" title="Holographic data storage">Holographic data storage</a></li></ul></li> <li><a href="/wiki/General-purpose_computing_on_graphics_processing_units" title="General-purpose computing on graphics processing units">GPGPU</a></li> <li>Memory <ul><li><a href="/wiki/Programmable_metallization_cell" title="Programmable metallization cell">CBRAM</a></li> <li><a href="/wiki/Electrochemical_RAM" title="Electrochemical RAM">ECRAM</a></li> <li><a href="/wiki/Ferroelectric_RAM" title="Ferroelectric RAM">FRAM</a></li> <li><a href="/wiki/Millipede_memory" title="Millipede memory">Millipede</a></li> <li><a href="/wiki/Magnetoresistive_RAM" title="Magnetoresistive RAM">MRAM</a></li> <li><a href="/wiki/Nano-RAM" title="Nano-RAM">NRAM</a></li> <li><a href="/wiki/Phase-change_memory" title="Phase-change memory">PRAM</a></li> <li><a href="/wiki/Racetrack_memory" title="Racetrack memory">Racetrack memory</a></li> <li><a href="/wiki/Resistive_random-access_memory" title="Resistive random-access memory">RRAM</a></li> <li><a href="/wiki/SONOS" title="SONOS">SONOS</a></li> <li><a href="/wiki/UltraRAM" title="UltraRAM">UltraRAM</a></li></ul></li> <li><a href="/wiki/Optical_computing" title="Optical computing">Optical computing</a></li> <li><a href="/wiki/Radio-frequency_identification" title="Radio-frequency identification">RFID</a> <ul><li><a href="/wiki/Chipless_RFID" title="Chipless RFID">Chipless RFID</a></li></ul></li> <li><a href="/wiki/Software-defined_radio" title="Software-defined radio">Software-defined radio</a></li> <li><a href="/wiki/Three-dimensional_integrated_circuit" title="Three-dimensional integrated circuit">Three-dimensional integrated circuit</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="text-align: center;;width:1%">Topics</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Automation" title="Automation">Automation</a></li> <li><a href="/wiki/Collingridge_dilemma" title="Collingridge dilemma">Collingridge dilemma</a></li> <li><a href="/wiki/Differential_technological_development" title="Differential technological development">Differential technological development</a></li> <li><a href="/wiki/Disruptive_innovation" title="Disruptive innovation">Disruptive innovation</a></li> <li><a href="/wiki/Ephemeralization" title="Ephemeralization">Ephemeralization</a></li> <li><a href="/wiki/Ethics_of_technology" title="Ethics of technology">Ethics</a> <ul><li><a href="/wiki/Bioethics" title="Bioethics">Bioethics</a></li> <li><a href="/wiki/Cyberethics" title="Cyberethics">Cyberethics</a></li> <li><a href="/wiki/Neuroethics" title="Neuroethics">Neuroethics</a></li> <li><a href="/wiki/Robot_ethics" title="Robot ethics">Robot ethics</a></li></ul></li> <li><a href="/wiki/Exploratory_engineering" title="Exploratory engineering">Exploratory engineering</a></li> <li><a href="/wiki/Proactionary_principle" title="Proactionary principle">Proactionary principle</a></li> <li><a href="/wiki/Technological_change" title="Technological change">Technological change</a> <ul><li><a href="/wiki/Technological_unemployment" title="Technological unemployment">Technological unemployment</a></li></ul></li> <li><a href="/wiki/Technological_convergence" title="Technological convergence">Technological convergence</a></li> <li><a href="/wiki/Technological_evolution" title="Technological evolution">Technological evolution</a></li> <li><a href="/wiki/Technological_paradigm" title="Technological paradigm">Technological paradigm</a></li> <li><a href="/wiki/Technology_forecasting" title="Technology forecasting">Technology forecasting</a> <ul><li><a href="/wiki/Accelerating_change" title="Accelerating change">Accelerating change</a></li> <li><a href="/wiki/Future-oriented_technology_analysis" title="Future-oriented technology analysis">Future-oriented technology analysis</a></li> <li><a href="/wiki/Horizon_scanning" title="Horizon scanning">Horizon scanning</a></li> <li><a href="/wiki/Moore%27s_law" title="Moore's law">Moore's law</a></li> <li><a href="/wiki/Technological_singularity" title="Technological singularity">Technological singularity</a></li> <li><a href="/wiki/Technology_scouting" title="Technology scouting">Technology scouting</a></li></ul></li> <li><a href="/wiki/Technology_in_science_fiction" title="Technology in science fiction">Technology in science fiction</a></li> <li><a href="/wiki/Technology_readiness_level" title="Technology readiness level">Technology readiness level</a></li> <li><a href="/wiki/Technology_roadmap" title="Technology roadmap">Technology roadmap</a></li> <li><a href="/wiki/Transhumanism" title="Transhumanism">Transhumanism</a></li></ul> </div></td></tr><tr><td class="navbox-abovebelow" colspan="2" style="text-align: center;"><div> <ul><li><span class="noviewer" typeof="mw:File"><span title="List-Class article"><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/d/db/Symbol_list_class.svg/16px-Symbol_list_class.svg.png" decoding="async" width="16" height="16" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/d/db/Symbol_list_class.svg/23px-Symbol_list_class.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/d/db/Symbol_list_class.svg/31px-Symbol_list_class.svg.png 2x" data-file-width="180" data-file-height="185" /></span></span> <b><a href="/wiki/List_of_emerging_technologies" title="List of emerging technologies">List</a></b></li></ul> </div></td></tr></tbody></table></div> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236075235"></div><div role="navigation" class="navbox" aria-labelledby="Natural_language_processing" style="padding:3px"><table class="nowraplinks hlist mw-collapsible autocollapse navbox-inner" style="border-spacing:0;background:transparent;color:inherit"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1239400231"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Natural_language_processing" title="Template:Natural language processing"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Natural_language_processing" title="Template talk:Natural language processing"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Natural_language_processing" title="Special:EditPage/Template:Natural language processing"><abbr title="Edit this template">e</abbr></a></li></ul></div><div id="Natural_language_processing" style="font-size:114%;margin:0 4em"><a href="/wiki/Natural_language_processing" title="Natural language processing">Natural language processing</a></div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">General terms</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/AI-complete" title="AI-complete">AI-complete</a></li> <li><a href="/wiki/Bag-of-words_model" title="Bag-of-words model">Bag-of-words</a></li> <li><a href="/wiki/N-gram" title="N-gram">n-gram</a> <ul><li><a href="/wiki/Bigram" title="Bigram">Bigram</a></li> <li><a href="/wiki/Trigram" title="Trigram">Trigram</a></li></ul></li> <li><a href="/wiki/Computational_linguistics" title="Computational linguistics">Computational linguistics</a></li> <li><a href="/wiki/Natural_language_understanding" title="Natural language understanding">Natural language understanding</a></li> <li><a href="/wiki/Stop_word" title="Stop word">Stop words</a></li> <li><a href="/wiki/Text_processing" title="Text processing">Text processing</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Text_mining" title="Text mining">Text analysis</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Argument_mining" title="Argument mining">Argument mining</a></li> <li><a href="/wiki/Collocation_extraction" title="Collocation extraction">Collocation extraction</a></li> <li><a href="/wiki/Concept_mining" title="Concept mining">Concept mining</a></li> <li><a href="/wiki/Coreference#Coreference_resolution" title="Coreference">Coreference resolution</a></li> <li><a href="/wiki/Deep_linguistic_processing" title="Deep linguistic processing">Deep linguistic processing</a></li> <li><a href="/wiki/Distant_reading" title="Distant reading">Distant reading</a></li> <li><a href="/wiki/Information_extraction" title="Information extraction">Information extraction</a></li> <li><a href="/wiki/Named-entity_recognition" title="Named-entity recognition">Named-entity recognition</a></li> <li><a href="/wiki/Ontology_learning" title="Ontology learning">Ontology learning</a></li> <li><a href="/wiki/Parsing" title="Parsing">Parsing</a> <ul><li><a href="/wiki/Semantic_parsing" title="Semantic parsing">Semantic parsing</a></li> <li><a href="/wiki/Syntactic_parsing_(computational_linguistics)" title="Syntactic parsing (computational linguistics)">Syntactic parsing</a></li></ul></li> <li><a href="/wiki/Part-of-speech_tagging" title="Part-of-speech tagging">Part-of-speech tagging</a></li> <li><a href="/wiki/Semantic_analysis_(machine_learning)" title="Semantic analysis (machine learning)">Semantic analysis</a></li> <li><a href="/wiki/Semantic_role_labeling" title="Semantic role labeling">Semantic role labeling</a></li> <li><a href="/wiki/Semantic_decomposition_(natural_language_processing)" title="Semantic decomposition (natural language processing)">Semantic decomposition</a></li> <li><a href="/wiki/Semantic_similarity" title="Semantic similarity">Semantic similarity</a></li> <li><a href="/wiki/Sentiment_analysis" title="Sentiment analysis">Sentiment analysis</a></li></ul> <ul><li><a href="/wiki/Terminology_extraction" title="Terminology extraction">Terminology extraction</a></li> <li><a href="/wiki/Text_mining" title="Text mining">Text mining</a></li> <li><a href="/wiki/Textual_entailment" title="Textual entailment">Textual entailment</a></li> <li><a href="/wiki/Truecasing" title="Truecasing">Truecasing</a></li> <li><a href="/wiki/Word-sense_disambiguation" title="Word-sense disambiguation">Word-sense disambiguation</a></li> <li><a href="/wiki/Word-sense_induction" title="Word-sense induction">Word-sense induction</a></li></ul> </div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th id="Text_segmentation" scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Text_segmentation" title="Text segmentation">Text segmentation</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Compound-term_processing" title="Compound-term processing">Compound-term processing</a></li> <li><a href="/wiki/Lemmatisation" class="mw-redirect" title="Lemmatisation">Lemmatisation</a></li> <li><a href="/wiki/Lexical_analysis" title="Lexical analysis">Lexical analysis</a></li> <li><a href="/wiki/Shallow_parsing" title="Shallow parsing">Text chunking</a></li> <li><a href="/wiki/Stemming" title="Stemming">Stemming</a></li> <li><a href="/wiki/Sentence_boundary_disambiguation" title="Sentence boundary disambiguation">Sentence segmentation</a></li> <li><a href="/wiki/Word#Word_boundaries" title="Word">Word segmentation</a></li></ul> </div></td></tr></tbody></table><div> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Automatic_summarization" title="Automatic summarization">Automatic summarization</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Multi-document_summarization" title="Multi-document summarization">Multi-document summarization</a></li> <li><a href="/wiki/Sentence_extraction" title="Sentence extraction">Sentence extraction</a></li> <li><a href="/wiki/Text_simplification" title="Text simplification">Text simplification</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Machine_translation" title="Machine translation">Machine translation</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Computer-assisted_translation" title="Computer-assisted translation">Computer-assisted</a></li> <li><a href="/wiki/Example-based_machine_translation" title="Example-based machine translation">Example-based</a></li> <li><a href="/wiki/Rule-based_machine_translation" title="Rule-based machine translation">Rule-based</a></li> <li><a href="/wiki/Statistical_machine_translation" title="Statistical machine translation">Statistical</a></li> <li><a href="/wiki/Transfer-based_machine_translation" title="Transfer-based machine translation">Transfer-based</a></li> <li><a href="/wiki/Neural_machine_translation" title="Neural machine translation">Neural</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Distributional_semantics" title="Distributional semantics">Distributional semantics</a> models</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/BERT_(language_model)" title="BERT (language model)">BERT</a></li> <li><a href="/wiki/Document-term_matrix" title="Document-term matrix">Document-term matrix</a></li> <li><a href="/wiki/Explicit_semantic_analysis" title="Explicit semantic analysis">Explicit semantic analysis</a></li> <li><a href="/wiki/FastText" title="FastText">fastText</a></li> <li><a href="/wiki/GloVe" title="GloVe">GloVe</a></li> <li><a href="/wiki/Language_model" title="Language model">Language model</a> (<a href="/wiki/Large_language_model" title="Large language model">large</a>)</li> <li><a href="/wiki/Latent_semantic_analysis" title="Latent semantic analysis">Latent semantic analysis</a></li> <li><a href="/wiki/Seq2seq" title="Seq2seq">Seq2seq</a></li> <li><a href="/wiki/Word_embedding" title="Word embedding">Word embedding</a></li> <li><a href="/wiki/Word2vec" title="Word2vec">Word2vec</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Language_resource" title="Language resource">Language resources</a>,<br />datasets and corpora</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Types and<br />standards</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Corpus_linguistics" title="Corpus linguistics">Corpus linguistics</a></li> <li><a href="/wiki/Lexical_resource" title="Lexical resource">Lexical resource</a></li> <li><a href="/wiki/Linguistic_Linked_Open_Data" title="Linguistic Linked Open Data">Linguistic Linked Open Data</a></li> <li><a href="/wiki/Machine-readable_dictionary" title="Machine-readable dictionary">Machine-readable dictionary</a></li> <li><a href="/wiki/Parallel_text" title="Parallel text">Parallel text</a></li> <li><a href="/wiki/PropBank" title="PropBank">PropBank</a></li> <li><a href="/wiki/Semantic_network" title="Semantic network">Semantic network</a></li> <li><a href="/wiki/Simple_Knowledge_Organization_System" title="Simple Knowledge Organization System">Simple Knowledge Organization System</a></li> <li><a href="/wiki/Speech_corpus" title="Speech corpus">Speech corpus</a></li> <li><a href="/wiki/Text_corpus" title="Text corpus">Text corpus</a></li> <li><a href="/wiki/Thesaurus_(information_retrieval)" title="Thesaurus (information retrieval)">Thesaurus (information retrieval)</a></li> <li><a href="/wiki/Treebank" title="Treebank">Treebank</a></li> <li><a href="/wiki/Universal_Dependencies" title="Universal Dependencies">Universal Dependencies</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Data</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/BabelNet" title="BabelNet">BabelNet</a></li> <li><a href="/wiki/Bank_of_English" title="Bank of English">Bank of English</a></li> <li><a href="/wiki/DBpedia" title="DBpedia">DBpedia</a></li> <li><a href="/wiki/FrameNet" title="FrameNet">FrameNet</a></li> <li><a href="/wiki/Google_Ngram_Viewer" class="mw-redirect" title="Google Ngram Viewer">Google Ngram Viewer</a></li> <li><a href="/wiki/UBY" title="UBY">UBY</a></li> <li><a href="/wiki/WordNet" title="WordNet">WordNet</a></li> <li><a href="/wiki/Wikidata" title="Wikidata">Wikidata</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Automatic_identification_and_data_capture" title="Automatic identification and data capture">Automatic identification<br />and data capture</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Speech_recognition" title="Speech recognition">Speech recognition</a></li> <li><a href="/wiki/Speech_segmentation" title="Speech segmentation">Speech segmentation</a></li> <li><a href="/wiki/Speech_synthesis" title="Speech synthesis">Speech synthesis</a></li> <li><a href="/wiki/Natural_language_generation" title="Natural language generation">Natural language generation</a></li> <li><a href="/wiki/Optical_character_recognition" title="Optical character recognition">Optical character recognition</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Topic_model" title="Topic model">Topic model</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Document_classification" title="Document classification">Document classification</a></li> <li><a href="/wiki/Latent_Dirichlet_allocation" title="Latent Dirichlet allocation">Latent Dirichlet allocation</a></li> <li><a href="/wiki/Pachinko_allocation" title="Pachinko allocation">Pachinko allocation</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Computer-assisted_reviewing" title="Computer-assisted reviewing">Computer-assisted<br />reviewing</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Automated_essay_scoring" title="Automated essay scoring">Automated essay scoring</a></li> <li><a href="/wiki/Concordancer" title="Concordancer">Concordancer</a></li> <li><a href="/wiki/Grammar_checker" title="Grammar checker">Grammar checker</a></li> <li><a href="/wiki/Predictive_text" title="Predictive text">Predictive text</a></li> <li><a href="/wiki/Pronunciation_assessment" title="Pronunciation assessment">Pronunciation assessment</a></li> <li><a href="/wiki/Spell_checker" title="Spell checker">Spell checker</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Natural-language_user_interface" title="Natural-language user interface">Natural language<br />user interface</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Chatbot" title="Chatbot">Chatbot</a></li> <li><a href="/wiki/Interactive_fiction" title="Interactive fiction">Interactive fiction</a> (c.f. <a href="/wiki/Syntax_guessing" class="mw-redirect" title="Syntax guessing">Syntax guessing</a>)</li> <li><a href="/wiki/Question_answering" title="Question answering">Question answering</a></li> <li><a href="/wiki/Virtual_assistant" title="Virtual assistant">Virtual assistant</a></li> <li><a href="/wiki/Voice_user_interface" title="Voice user interface">Voice user interface</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Related</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Formal_semantics_(natural_language)" title="Formal semantics (natural language)">Formal semantics</a></li> <li><a href="/wiki/Hallucination_(artificial_intelligence)" title="Hallucination (artificial intelligence)">Hallucination</a></li> <li><a href="/wiki/Natural_Language_Toolkit" title="Natural Language Toolkit">Natural Language 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