{"id":4056,"date":"2023-11-24T05:08:00","date_gmt":"2023-11-23T20:08:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4056"},"modified":"2023-11-24T05:08:00","modified_gmt":"2023-11-23T20:08:00","slug":"insgenel-instructed-generative-entity-linker","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4056","title":{"rendered":"INSGENEL:\u00a0Instructed Generative Entity Linker"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Instructed Language Models with Retrievers Are Powerful Entity Linkers\u00a0<\/strong>[87.2]<br>Instructed Generative Entity Linker (INSGENEL)\u306f\u3001\u30ab\u30b8\u30e5\u30a2\u30eb\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u77e5\u8b58\u30d9\u30fc\u30b9\u4e0a\u3067\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30ea\u30f3\u30af\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u6700\u521d\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u3002 INSGENEL \u306f\u3001+6.8 F1 \u70b9\u304c\u5e73\u5747\u7684\u306b\u4e0a\u6607\u3059\u308b\u4ee5\u524d\u306e\u751f\u6210\u7684\u4ee3\u66ff\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2311.03250v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2311.03250v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 6 Nov 2023 16:38:51 GMT)<\/li>\n\n\n\n<li>hallucination\u306b\u60a9\u307e\u3055\u308c\u3084\u3059\u3044\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30ea\u30f3\u30ad\u30f3\u30b0\u30bf\u30b9\u30af\u3078\u306eLLM\u5fdc\u7528<\/li>\n\n\n\n<li>instruction-tuning\u3092\u884c\u3063\u305fLlama\u304cICL\u306edivinci\u3088\u308a\u512a\u308c\u3066\u304a\u308a\u3001instruction tuning\u306e\u6709\u7528\u6027\u304c\u5206\u304b\u308b\u304c\u3001\u3082\u3046\u5c11\u3057\u65b0\u3057\u3044\u4e16\u4ee3\u3067\u306e\u7d50\u679c\u3082\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/MrZilinXiao\/InsGenEntityLinking\">GitHub &#8211; MrZilinXiao\/InsGenEntityLinking: Official Implementation of EMNLP 2023 paper on &#8220;Instructed Language Models with Retriever Are Powerful Entity Linkers&#8221;<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[127,223],"class_list":["post-4056","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-entity-link","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4056","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4056"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4056\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4056"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4056"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4056"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}