Artificial-intelligence institute launches free science search engine

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class="c-article-identifiers__item">Published: <time datetime="2015-11-02">02 November 2015</time></li> </ul> <h1 class="c-article-title" data-test="article-title" data-article-title="">Artificial-intelligence institute launches free science search engine</h1> <ul class="c-article-author-list c-article-author-list--short" data-test="authors-list" data-component-authors-activator="authors-list"><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Nicola-Jones" data-author-popup="auth-Nicola-Jones" data-author-search="Jones, Nicola">Nicola Jones</a><sup class="u-js-hide"></sup> </li></ul> <p class="c-article-info-details" data-container-section="info"> <a data-test="journal-link" href="/" data-track="click" data-track-action="journal homepage" data-track-category="article body" data-track-label="link"><i data-test="journal-title">Nature</i></a> (<span 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c-article-section__content--standfirst u-text-bold" lang="en"><p>Semantic Scholar comes from centre backed by Microsoft co-founder Paul Allen.</p></div> <noscript> </noscript> <div class="main-content"> <div class="c-article-section__content"> <div style="width:300px; max-width:100%;" class="c-article-section__illustration-center c-article-section__illustration u-clearfix" data-test="illustration" id="i1"><div class="c-article-section__figure c-article-section__figure--1-border"><picture><source type="image/webp" srcset="//media.springernature.com/w300/springer-static/image/art%3A10.1038%2Fnature.2015.18703/MediaObjects/41586_2015_Article_BFnature201518703_Figb_HTML.jpg?as=webp"><img class="c-article-section__figure--1-border-image" alt="" aria-describedby="i1-desc" width="300" src="//media.springernature.com/w300/springer-static/image/art%3A10.1038%2Fnature.2015.18703/MediaObjects/41586_2015_Article_BFnature201518703_Figb_HTML.jpg"></picture></div><div style="width:300px;" class="c-article-section__figure-1-border-caption" data-test="image-caption" id="i1-desc">Oren Etzioni, chief executive officer of the Allen Institute for Artificial Intelligence. <a href="https://creativecommons.org/licenses/by-nc/2.0/">(CC BY-NC 2.0).</a><span class="c-article-section__figure-credit" data-test="illustration-credit"> Credit: Brett Hartman/TED/CC BY-NC 2.0</span></div></div></div><div class="c-article-section__content"><p>With Google Scholar, PubMed, and other free academic databases at their fingertips, scientists may feel they have plenty of resources to trawl through the ever-growing science literature.</p></div><div class="c-article-section__content"><p>But a search engine unveiled on 2 November by the non-profit Allen Institute for Artificial Intelligence (AI2) in Seattle, Washington, is working towards providing something different for its users: an understanding of a paper’s content. “We’re trying to get deep into the papers and be fast and clean and usable,” says Oren Etzioni, chief executive officer of AI2.</p></div><div class="c-article-section__content"><p>The free product, called <a href="https://www.semanticscholar.org/">Semantic Scholar</a>, is currently limited to searching about 3 million open-access papers in computer science. But the AI2 team aims to broaden that to other fields within a year, Etzioni says. His team is well financed: AI2 was founded and is backed by Microsoft co-founder Paul Allen, who has given the institute more than US$20 million since 2013. </p></div><div class="c-article-section__content"><p>Semantic Scholar offers a few innovative features, including picking out the most important keywords and phrases from the text without relying on an author or publisher to key them in. “It’s surprisingly difficult for a system to do this,” says Etzioni. The search engine uses similar ‘machine reading’ techniques to determine which papers are overviews of a topic.</p></div><div class="c-article-section__content"><p>The system can also identify which of a paper's cited references were truly influential, rather than being included incidentally for background or as a comparison. “That’s a really good feature,” says Jose Manuel Gomez-Perez, who works on search engines and is director of research and development in Madrid for the software company Expert System. Semantic Scholar also extracts figures from the papers to present in the search result.</p></div><div class="c-article-section__content"><p> <b>Scant competition</b> </p></div><div class="c-article-section__content"><p>There are only a few widely used free academic search engines. <a href="http://www.nature.com/news/google-scholar-pioneer-on-search-engine-s-future-1.16269">Google Scholar is by far the largest</a>, encompassing an estimated 100 million or more documents. But it has its problems. “A significant proportion of the documents are not scholarly by anyone’s measure,” says Péter Jacsó, an information scientist who studies search engines at the University of Hawaii at Manoa. When Jacsó analysed Google Scholar in 2009, he found some comical results, including papers that were apparently cited a decade before they were published; tags such as 'table of contents' being misidentified as the author; and page numbers being mistaken for the year of publication. Although some of those issues have been fixed, says Jacsó, “there are still millions and millions of errors.”</p></div><div class="c-article-section__content"><p>“Google has access to a lot of data. But there’s still a step forward that needs to be taken in understanding the content of the paper,” says Gomez-Perez.</p></div><div class="c-article-section__content"><p>Another free service, called Microsoft Academic Search, which includes more than 30 million documents, has effectively <a href="http://blogs.nature.com/news/2014/05/the-decline-and-fall-of-microsoft-academic-search.html">stopped adding new papers</a>. Microsoft says that it is incorporating the data into its Bing search engine. An alternative search engine created by academics, called <a href="http://citeseerx.ist.psu.edu/index">CiteSeer</a>, contains 5.3 million records; its director, Lee Giles of Pennsylvania State University in University Park, is a collaborator of Semantic Scholar.</p></div><div class="c-article-section__content"><p> <b>Early days</b> </p></div><div class="c-article-section__content"><p>Despite the narrow field of competition, says Jacsó, a new effort is not really important unless it is likely to become a “Google Scholar beater” — and it is too early to say whether that is the case for Semantic Scholar, he notes. So far, the new service has big shortcomings, says Jacsó, including failing to pick up publication titles for many search results.</p></div><div class="c-article-section__content"><div style="width:150px; max-width:100%;" class="c-article-section__illustration-right c-article-section__illustration u-clearfix" data-test="illustration" id="i2"><div class="c-article-section__figure c-article-section__figure--1-border"><picture><source type="image/webp" srcset="//media.springernature.com/relative-r300-703_m1050/springer-static/image/art%3A10.1038%2Fnature.2015.18703/MediaObjects/41586_2015_Article_BFnature201518703_Figa_HTML.jpg?as=webp"><img class="c-article-section__figure--1-border-image" alt="" aria-describedby="i2-desc" width="150" src="//media.springernature.com/relative-r300-703_m1050/springer-static/image/art%3A10.1038%2Fnature.2015.18703/MediaObjects/41586_2015_Article_BFnature201518703_Figa_HTML.jpg"></picture></div><div style="width:150px;" class="c-article-section__figure-1-border-caption" data-test="image-caption" id="i2-desc"> <a href="http://www.nature.com/news/google-scholar-pioneer-on-search-engine-s-future-1.16269"> <b>Google Scholar pioneer on search engine’s future</b> </a> </div></div> </div><div class="c-article-section__content"><p>Etzioni says that the service finds about 80% of available free-access papers — including self-archived material — in journals, conference websites or in the records of academic institutions. However, unlike Google Scholar, the search engine cannot see behind paywalls. "We don’t have a way past the paywall — it's a limitation for us," Etzioni says. “But we feel the tide is turning. More and more stuff is available somewhere.”</p></div><div class="c-article-section__content"><p>The AI2 team started with the field of computer science so that they could analyse results in topics that were familiar to them. But they aim to expand to other areas in 2016. Medicine is a particular priority, says Etzioni. “I’ve talked to people who say that doctors are in the emergency room looking up things on Google Scholar on their phones,” he says. “They have what I’d consider a fairly blunt instrument.”</p></div><div class="c-article-section__content"><p>Semantic Scholar is one step towards AI2’s ambition, which is to create a computerized service that can read through the scientific literature to identify useful hypotheses and experiments. (Others, including IBM, are also <a href="http://dl.acm.org/citation.cfm?id=2623667">working on similar tools.</a>)</p></div><div class="c-article-section__content"><p>“Our goal is to enable researchers to find answers to some of science’s thorniest problems,” says Etzioni.</p></div> </div> <div> <div id="MagazineFulltextArticleBodySuffix"></div><section><div class="c-article-section" id="author-information-section"><div class="c-article-section__content" id="author-information-content"><div class="u-js-hide u-hide-print" data-test="author-info"><span class="c-article__sub-heading">Authors</span><ol class="c-article-authors-search u-list-reset"><li id="auth-Nicola-Jones"><span class="c-article-authors-search__title u-h3 js-search-name">Nicola Jones</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=Nicola%20Jones" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=Nicola%20Jones" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22Nicola%20Jones%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li></ol></div></div></div></section><section aria-labelledby="appendices"><div class="c-article-section" id="appendices-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="appendices">Related links</h2><div class="c-article-section__content" id="appendices-content"><h3 class="c-article__sub-heading u-visually-hidden" id="App1">Related links</h3><h3 class="c-article__sub-heading" id="Sec2">Related links in Nature Research</h3><p> <a href="https://doi.org/10.1038/nature.2014.16269">Google Scholar pioneer on search engine’s future 2014-Nov-07</a> </p><p> <a href="https://doi.org/10.1038/513129a">How to tame the flood of literature 2014-Sep-03</a> </p><p> <a href="https://doi.org/10.1038/512126a">Online collaboration: Scientists and the social network 2014-Aug-13</a> </p><p> <a href="https://doi.org/10.1038/505146a">Computer science: The learning machines 2014-Jan-08</a> </p><h3 class="c-article__sub-heading" id="Sec3">Related external links</h3><p> <a href="http://s2.allenai.org">Semantic Scholar</a> </p><p> <a href="https://scholar.google.co.uk/">Google Scholar</a> </p><p> <a href="http://citeseerx.ist.psu.edu/index">CiteSeer</a> </p><p> <a href="http://www.ncbi.nlm.nih.gov/pubmed/">PubMed</a> </p></div></div></section><section data-title="Rights and permissions"><div class="c-article-section" id="rightslink-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="rightslink">Rights and permissions</h2><div class="c-article-section__content" id="rightslink-content"><p class="c-article-rights"><a data-track="click" data-track-action="view rights and permissions" data-track-label="link" href="https://s100.copyright.com/AppDispatchServlet?title=Artificial-intelligence%20institute%20launches%20free%20science%20search%20engine&author=Nicola%20Jones&contentID=10.1038%2Fnature.2015.18703&copyright=Springer%20Nature%20Limited&publication=0028-0836&publicationDate=2015-11-02&publisherName=SpringerNature&orderBeanReset=true">Reprints and permissions</a></p></div></div></section><section aria-labelledby="article-info" data-title="About this article"><div class="c-article-section" id="article-info-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="article-info">About this article</h2><div class="c-article-section__content" id="article-info-content"><div class="c-bibliographic-information"><div class="u-hide-print c-bibliographic-information__column c-bibliographic-information__column--border"><a data-crossmark="10.1038/nature.2015.18703" target="_blank" rel="noopener" href="https://crossmark.crossref.org/dialog/?doi=10.1038/nature.2015.18703" data-track="click" data-track-action="Click Crossmark" data-track-label="link" data-test="crossmark"><img loading="lazy" width="57" height="81" alt="Check for updates. 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id="citeas">Cite this article</h3><p class="c-bibliographic-information__citation">Jones, N. 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