{"id":3638,"date":"2023-07-31T05:00:00","date_gmt":"2023-07-30T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3638"},"modified":"2023-07-31T05:00:00","modified_gmt":"2023-07-30T20:00:00","slug":"factool","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3638","title":{"rendered":"FacTool"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>FacTool: Factuality Detection in Generative AI &#8212; A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios\u00a0<\/strong>[87.1]<br>\u3088\u308a\u5e83\u3044\u7bc4\u56f2\u306e\u30bf\u30b9\u30af\u306f\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u51e6\u7406\u3055\u308c\u308b\u3068\u3001\u4e8b\u5b9f\u30a8\u30e9\u30fc\u3092\u542b\u3080\u30ea\u30b9\u30af\u304c\u5897\u5927\u3059\u308b\u3002 \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u4e8b\u5b9f\u8aa4\u308a\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306e\u30bf\u30b9\u30af\u304a\u3088\u3073\u30c9\u30e1\u30a4\u30f3\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bFacTool\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2307.13528v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2307.13528v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 25 Jul 2023 14:20:51 GMT)<\/li>\n\n\n\n<li>\u751f\u6210AI\u304c\u751f\u6210\u3057\u305f\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308bFact Check\u30c4\u30fc\u30eb\u306e\u63d0\u6848\u3002knowledge-based QA, code generation, mathematical reasoning, scientific literature review\u3067\u6709\u52b9\u6027\u3092\u78ba\u8a8d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>LLM\u3092\u7528\u3044\u3066\u30af\u30ec\u30fc\u30e0\u691c\u51fa\u2192\u30af\u30a8\u30ea\u4f5c\u6210\uff08\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u7b49\u306e\u5229\u7528\uff09\u2192\u30af\u30a8\u30ea\u30fc\uff06\u30a8\u30d3\u30c7\u30f3\u30b9\u53ce\u96c6\u2192\u691c\u8a3c\u3059\u308b\u6d41\u308c\u3067\u4eba\u304c\u884c\u3046\u691c\u8a3c\u3068\u540c\u3058\u624b\u9806\u3002FACTOOL powered by GPT-4\u306f\u6027\u80fd\u304c\u9ad8\u304fself check\u7cfb\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u5927\u304d\u304f\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\uff08\u4eca\u307e\u3067\u3067\u3042\u308c\u3070\u305d\u308c\u305e\u308c\u306e\u30b9\u30c6\u30c3\u30d71\u30641\u3064\u304c\u7c21\u5358\u3067\u306f\u306a\u3044\u30bf\u30b9\u30af\u3068\u3057\u3066\u6271\u308f\u308c\u3066\u3044\u305f\u306f\u305a\u3060\u304c\u3001LLM\u306e\u767b\u5834\u30671\u30e2\u30c7\u30eb\u3067\u5b9f\u65bd\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u308b\u70b9\u3082\u611f\u6168\u6df1\u3044\u3002\uff09<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/GAIR-NLP\/factool\">GitHub &#8211; GAIR-NLP\/factool: FacTool: Factuality Detection in Generative AI<\/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":[138,223],"class_list":["post-3638","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fact-checking","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3638","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=3638"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3638\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3638"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3638"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3638"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}