{"id":3780,"date":"2023-09-12T04:08:00","date_gmt":"2023-09-11T19:08:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3780"},"modified":"2023-09-12T04:08:00","modified_gmt":"2023-09-11T19:08:00","slug":"sirens-song-in-the-ai-ocean-a-survey-on-hallucination-in-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3780","title":{"rendered":"Siren&#8217;s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Siren&#8217;s Song in the AI Ocean: A Survey on Hallucination in Large Language Models&nbsp;<\/strong>[116.0]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u69d8\u3005\u306a\u4e0b\u6d41\u30bf\u30b9\u30af\u3067\u9855\u8457\u306a\u6a5f\u80fd\u3092\u793a\u3057\u3066\u3044\u308b\u3002 LLM\u306f\u6642\u6298\u3001\u30e6\u30fc\u30b6\u5165\u529b\u304b\u3089\u5206\u5c90\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3057\u3001\u4ee5\u524d\u751f\u6210\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068\u77db\u76fe\u3059\u308b\u3002\u672c\u7a3f\u3067\u306f, \u5e7b\u899a\u306e\u691c\u51fa, \u8aac\u660e, \u7de9\u548c\u306b\u95a2\u3059\u308b\u6700\u8fd1\u306e\u53d6\u308a\u7d44\u307f\u3092, LLM\u304c\u3082\u305f\u3089\u3059\u30e6\u30cb\u30fc\u30af\u306a\u8ab2\u984c\u306b\u7126\u70b9\u3092\u3042\u3066\u3066\u8abf\u67fb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.01219v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.01219v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sun, 3 Sep 2023 16:56:48 GMT)<\/li>\n\n\n\n<li>LLM\u306b\u304a\u3051\u308bHallucination\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>Hallucination\u3092Input-conflicting hallucination\u3001Context-conflicting hallucination\u3001Fact-conflicting hallucination\u306b\u5206\u3051\u3001\u5bfe\u5fdc\u3082Pre train\u3001SFT\u3001RLHF\u3001Inference\u3068\u30b9\u30c6\u30fc\u30b8\u5225\u306b\u5206\u3051\u3066\u6574\u7406\u3055\u308c\u3066\u304a\u308a\u5927\u5909\u308f\u304b\u308a\u3084\u3059\u3044\u3002<\/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":[184,223,387],"class_list":["post-3780","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-hallucination","tag-llm","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3780","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=3780"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3780\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3780"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3780"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3780"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}