{"id":338171,"date":"2016-12-19T04:13:07","date_gmt":"2016-12-19T12:13:07","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-project&#038;p=338171"},"modified":"2016-12-19T04:14:09","modified_gmt":"2016-12-19T12:14:09","slug":"named-entity-recognition","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/named-entity-recognition\/","title":{"rendered":"Named Entity Recognition"},"content":{"rendered":"<p>=> Jan 2013 : Mar 2014 &#8230;<br \/>\nIn collaboration with Microsoft Office team, we have built a Named Entity Recognition framework out of Wikipedia text. The framework was able to auto-label Wikipedia pages in 3 classes, Persons, Locations, and Organisations. Then, the framework automatically extracts training data for a CRF. The framework was tested and evaluated on multiple datasets to bypass Stanford NER and then, tested on 5 languages, English, French, German, Spanish, and Japanese.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>=> Jan 2013 : Mar 2014 &#8230; In collaboration with Microsoft Office team, we have built a Named Entity Recognition framework out of Wikipedia text. The framework was able to auto-label Wikipedia pages in 3 classes, Persons, Locations, and Organisations. Then, the framework automatically extracts training data for a CRF. The framework was tested and [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13555],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-338171","msr-project","type-msr-project","status-publish","hentry","msr-research-area-search-information-retrieval","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"2013-01-01","related-publications":[],"related-downloads":[],"related-videos":[],"related-groups":[],"related-events":[],"related-opportunities":[],"related-posts":[],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[],"msr_research_lab":[],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/338171","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":0,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/338171\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=338171"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=338171"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=338171"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=338171"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=338171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}