{"id":5037,"date":"2024-06-26T03:58:00","date_gmt":"2024-06-25T18:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5037"},"modified":"2024-06-26T03:58:00","modified_gmt":"2024-06-25T18:58:00","slug":"small-agent-can-also-rock-empowering-small-language-models-as-hallucination-detector","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5037","title":{"rendered":"Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector\u00a0<\/strong>[114.9]<br>\u5e7b\u899a\u691c\u51fa\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306b\u3068\u3063\u3066\u96e3\u3057\u3044\u8ab2\u984c\u3067\u3042\u308b \u672c\u7a3f\u3067\u306f,HluAgent\u3068\u547c\u3070\u308c\u308b\u81ea\u5f8b\u578bLLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 HaluAgent\u3067\u306f\u3001LLM\u3001\u591a\u6a5f\u80fd\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3092\u7d71\u5408\u3057\u3001\u304d\u3081\u7d30\u304b\u30443\u6bb5\u968e\u691c\u51fa\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u8a2d\u8a08\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.11277v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.11277v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 17 Jun 2024 07:30:05 GMT)<\/li>\n\n\n\n<li>7B, 13B\u3068\u5c0f\u578b\u306eLLM\u3092fine tune\u3057\u512a\u308c\u305f\u6027\u80fd\u3092\u3082\u3064\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u691c\u77e5\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u63d0\u6848\u3002\u8907\u6570\u306e\u30c4\u30fc\u30eb(\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3084\u30b3\u30fc\u30c9\u5b9f\u884c\u74b0\u5883\u306a\u3069)\u3092\u4f7f\u3044\u5206\u3051\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067fine tuning\u7528\u30c7\u30fc\u30bf\u306fGPT-4\u304b\u3089\u5f97\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\uff08GPT-4\u3060\u3068\u30e9\u30a4\u30bb\u30f3\u30b9\u4e0a\u306e\u554f\u984c\u304c\u3042\u308b\u304c\uff09Nemotron\u306a\u3069\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u3063\u3066\u3082\u554f\u984c\u306a\u3044LLM\u304c\u51fa\u3066\u304d\u3066\u304a\u308a\u672c\u624b\u6cd5\u306f\u6709\u671b\u305d\u3046\u306b\u601d\u3048\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/RUCAIBox\/HaluAgent\">GitHub &#8211; RUCAIBox\/HaluAgent<\/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":[42,184],"class_list":["post-5037","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-hallucination"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5037","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=5037"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5037\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}