{"id":4316,"date":"2024-01-22T05:36:00","date_gmt":"2024-01-21T20:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4316"},"modified":"2024-01-22T05:36:00","modified_gmt":"2024-01-21T20:36:00","slug":"fine-grained-hallucination-detection-and-editing-for-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4316","title":{"rendered":"Fine-grained Hallucination Detection and Editing for Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Fine-grained Hallucination Detection and Editing for Language Models\u00a0<\/strong>[114.3]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LM)\u306f\u3001\u591a\u7a2e\u591a\u69d8\u306a\u4e8b\u5b9f\u7684\u4e0d\u6b63\u78ba\u306a\u6587\u3092\u751f\u6210\u3059\u308b\u50be\u5411\u306b\u3042\u308a\u3001\u5e7b\u899a\u3068\u547c\u3070\u308c\u308b\u3002 \u73fe\u5728\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u4e3b\u306b\u3001\u7c97\u3044\u7c92\u5ea6\u306e\u81ea\u52d5\u5e7b\u899a\u691c\u51fa\u3084\u7de8\u96c6\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u5fae\u5999\u306a\u30a8\u30e9\u30fc\u30ec\u30d9\u30eb\u3092\u898b\u4e0b\u308d\u3057\u3066\u3044\u308b\u3002 \u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f\u30016\u3064\u306e\u968e\u5c64\u7684\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u5e7b\u899a\u3092\u5305\u542b\u3059\u308b\u5206\u985e\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.06855v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.06855v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 12 Jan 2024 19:02:48 GMT)<\/li>\n\n\n\n<li>Hallucination\u30926\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u3051\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u69cb\u7bc9\u3001\u691c\u51fa\u65b9\u6cd5\u3068\u3057\u3066FAVA (FAct Vericaton with Augmentation)\u3092\u63d0\u6848\u3002\u300cChatGPT (gpt-3.5-turbo-0301) with a carefully designed prompt describing all six categories with two demonstrations.\u300d\u3084\u5de6\u8a18\uff0bContriever\u00a0\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306b\u6bd4\u3079\u3066\u9ad8\u3044\u6027\u80fd\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/fine-grained-hallucination.github.io\/\">Fine-grained Hallucination Detection and Editing For Language Models (fine-grained-hallucination.github.io)<\/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":[184],"class_list":["post-4316","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-hallucination"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4316","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=4316"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4316\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4316"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}