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.navbar-expand-md.navbar-container[_ngcontent-sc731] > .container[_ngcontent-sc731] a.navbar-brand[_ngcontent-sc731]{display:none}}.navbar-nav[_ngcontent-sc731] a.nav-link{color:var(--ds-navbar-link-color);line-height:400%}.navbar-nav[_ngcontent-sc731] a.nav-link.active, .navbar-nav[_ngcontent-sc731] a.nav-link:hover{color:var(--ds-navbar-link-color-hover)}.navbar-nav[_ngcontent-sc731] ul a.nav-link{line-height:100%!important}.navbar-nav[_ngcontent-sc731] li.header-menu-item>*>a, .navbar-nav[_ngcontent-sc731] li.header-menu-item>a{padding-top:1rem;padding-bottom:1rem;margin-bottom:calc(-1 * var(--ds-header-navbar-border-width));border-bottom:var(--ds-header-navbar-border-width) var(--ds-header-navbar-border-bottom-color) solid}.navbar-nav[_ngcontent-sc731] li.header-menu-item>*>a.active, .navbar-nav[_ngcontent-sc731] li.header-menu-item>*>a:hover, .navbar-nav[_ngcontent-sc731] li.header-menu-item>a.active, .navbar-nav[_ngcontent-sc731] li.header-menu-item>a:hover{border-bottom-color:var(--ds-header-navbar-border-bottom-hover-color)}.menu-links-container[_ngcontent-sc731] .menu-links-container__top[_ngcontent-sc731]{padding-top:16px;opacity:1;will-change:max-height,padding-top,opacity;-webkit-transition-property:max-height,opacity,padding-top;transition-property:max-height,opacity,padding-top;-webkit-transition-duration:.15s;transition-duration:.15s}.menu-links-container[_ngcontent-sc731] .menu-links-container__top[_ngcontent-sc731] a[_ngcontent-sc731]{color:var(--cyan)}.menu-links-container[_ngcontent-sc731] .menu-links-container__top[_ngcontent-sc731] a[_ngcontent-sc731]:hover{text-decoration:underline;color:#fff}@media screen and (max-width:768px){.menu-links-container[_ngcontent-sc731]{width:100%}.navbar-nav[_ngcontent-sc731] a.nav-link{line-height:inherit}}</style><style ng-transition="dspace-angular">[_nghost-sc730] { display: inline-block; }</style><style ng-transition="dspace-angular">svg[_ngcontent-sc730] { height: 100%; vertical-align: top; }</style><style ng-transition="dspace-angular">[_nghost-sc227] .dropdown-toggle[_ngcontent-sc227]:after{display:none}[_nghost-sc227] .dropdown-item[_ngcontent-sc227]{padding-left:20px}</style><style ng-transition="dspace-angular">[_nghost-sc131]{width:100%}</style><meta name="title" content="Extraction of neologisms from Japanese corpora"><meta name="description" content="In this thesis an exploration of the application of natural-language processing techniques to the extraction of neologisms from Japanese corpora is described. The research aim was to establish techniques which can be developed and exploited to assist significantly in neologism extraction for compiling Japanese monolingual and bilingual dictionaries. The particular challenge of the task is presented by the lack of word boundaries in Japanese text which creates a problem in the identification of unrecorded words. Three broad approaches have been explored, using a variety of language processing and artificial intelligence techniques, and drawing on large-scale Japanese corpora and reference lexicons: synthesis of possible Japanese words by mimicking Japanese morphological processes, followed by testing for the presence of candidate words in Japanese corpora; analysis of morpheme sequences in Japanese texts to determine the presence of potential new or unrecorded terms; and analysis of language patterns which are often used in Japanese in association with new and emerging terms. The research described in this thesis has identified a number of processes which can be used to assist lexicographers in the identification of unrecorded lexical items in Japanese texts."><meta name="citation_title" content="Extraction of neologisms from Japanese corpora"><meta name="citation_author" content="Breen, James"><meta name="citation_publication_date" content="2017"><meta name="citation_abstract_html_url" content="http://hdl.handle.net/11343/211675"><style ng-transition="dspace-angular">@media (max-width:991.98px){.container[_ngcontent-sc736]{width:100%;max-width:none}}</style><meta name="citation_pdf_url" content="http://minerva-access.unimelb.edu.au/bitstreams/6799617b-1913-595b-8c9a-4e1bf912d179/download"></head> <body> <script src="//tags.tiqcdn.com/utag/unimelb/main/prod/utag.js" type="text/javascript" async=""></script> <ds-app _nghost-sc122="" ng-version="10.2.3"><ds-themed-root _ngcontent-sc122="" ng-reflect-should-show-fullscreen-loader="false" 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of neologisms from Japanese corpora&q;,&q;id&q;:&q;a4f07bfe-84ac-5e27-b10e-dbb5f96c07c3&q;,&q;uuid&q;:&q;a4f07bfe-84ac-5e27-b10e-dbb5f96c07c3&q;,&q;type&q;:&q;item&q;,&q;metadata&q;:{&q;dc.contributor.author&q;:[{&q;uuid&q;:&q;48cc7f74-6e83-466a-9063-140624a07900&q;,&q;language&q;:&q;&q;,&q;value&q;:&q;Breen, James&q;,&q;place&q;:0,&q;authority&q;:null,&q;confidence&q;:0}],&q;dc.date.accessioned&q;:[{&q;uuid&q;:&q;2ecab9d6-4c2d-481d-8650-bb0087108ec9&q;,&q;language&q;:&q;&q;,&q;value&q;:&q;2018-04-26T01:52:43Z&q;,&q;place&q;:0,&q;authority&q;:null,&q;confidence&q;:-1}],&q;dc.date.available&q;:[{&q;uuid&q;:&q;6dbb8c63-3703-4927-b307-5489a4c35bf0&q;,&q;language&q;:&q;&q;,&q;value&q;:&q;2018-04-26T01:52:43Z&q;,&q;place&q;:0,&q;authority&q;:null,&q;confidence&q;:-1}],&q;dc.date.issued&q;:[{&q;uuid&q;:&q;fa0524f6-f04d-4dd0-873a-9e25140a9825&q;,&q;language&q;:&q;en_US&q;,&q;value&q;:&q;2017&q;,&q;place&q;:0,&q;authority&q;:null,&q;confidence&q;:-1}],&q;dc.description&q;:[{&q;uuid&q;:&q;79261050-7629-48cc-9eaf-ade90340d453&q;,&q;language&q;:&q;&q;,&q;value&q;:&q;© 2017 Dr. James Breen&q;,&q;place&q;:0,&q;authority&q;:null,&q;confidence&q;:-1}],&q;dc.description.abstract&q;:[{&q;uuid&q;:&q;6213d169-568e-4cda-9bce-f447bf3ab55f&q;,&q;language&q;:&q;en_US&q;,&q;value&q;:&q;In this thesis an exploration of the application of natural-language processing techniques to the extraction of neologisms from Japanese corpora is described. The research aim was to establish techniques which can be developed and exploited to assist significantly in neologism extraction for compiling Japanese monolingual and bilingual dictionaries. The particular challenge of the task is presented by the lack of word boundaries in Japanese text which creates a problem in the identification of unrecorded words.\r\n\r\nThree broad approaches have been explored, using a variety of language processing and artificial intelligence techniques, and drawing on large-scale Japanese corpora and reference lexicons: synthesis of possible Japanese words by mimicking Japanese morphological processes, followed by testing for the presence of candidate words in Japanese corpora; analysis of morpheme sequences in Japanese texts to determine the presence of potential new or unrecorded terms; and analysis of language patterns which are often used in Japanese in association with new and emerging terms.\r\n\r\nThe research described in this thesis has identified a number of processes which can be used to assist lexicographers in the identification of unrecorded lexical items in Japanese texts.&q;,&q;place&q;:0,&q;authority&q;:null,&q;confidence&q;:-1}],&q;dc.identifier.uri&q;:[{&q;uuid&q;:&q;3b5f5b8e-92bf-4b36-9f42-1bbb158cec85&q;,&q;language&q;:&q;&q;,&q;value&q;:&q;http://hdl.handle.net/11343/211675&q;,&q;place&q;:0,&q;authority&q;:null,&q;confidence&q;:-1}],&q;dc.rights&q;:[{&q;uuid&q;:&q;81a1ddf2-1859-465d-b03e-228d887a115e&q;,&q;language&q;:&q;&q;,&q;value&q;:&q;Terms and Conditions: Copyright in works deposited in Minerva Access is retained by the copyright owner. The work may not be altered without permission from the copyright owner. Readers may only download, print and save electronic copies of whole works for their own personal non-commercial use. Any use that exceeds these limits requires permission from the copyright owner. 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