{"id":4312,"date":"2024-01-22T05:37:00","date_gmt":"2024-01-21T20:37:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4312"},"modified":"2024-01-22T05:37:00","modified_gmt":"2024-01-21T20:37:00","slug":"self-rewarding-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4312","title":{"rendered":"Self-Rewarding Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Self-Rewarding Language Models\u00a0<\/strong>[84.7]<br>\u8a00\u8a9e\u30e2\u30c7\u30eb\u81ea\u4f53\u304cLLM-as-a-Judge\u3092\u4ecb\u3057\u3066\u4f7f\u7528\u3055\u308c\u308b\u81ea\u5df1\u56de\u5e30\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u691c\u8a0e\u3057\u3001\u5b66\u7fd2\u4e2d\u306b\u72ec\u81ea\u306e\u5831\u916c\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u53cd\u5fa9\u578bDPO\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u306f,\u6307\u5c0e\u306e\u8ffd\u5f93\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308b\u3060\u3051\u3067\u306a\u304f,\u9ad8\u54c1\u8cea\u306a\u5831\u916c\u3092\u305d\u308c\u81ea\u4f53\u306b\u63d0\u4f9b\u3059\u308b\u80fd\u529b\u3082\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.10020v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.10020v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 18 Jan 2024 14:43:47 GMT)<\/li>\n\n\n\n<li>\u81ea\u5206\u3067Instruction\u3092\u751f\u6210\u3001\u8a55\u4fa1\u3057DPO\uff08<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2305.18290v2\">Fugu-MT \u8ad6\u6587\u7ffb\u8a33(\u6982\u8981): Direct Preference Optimization: Your Language Model is Secretly a Reward Model (fugumt.com)<\/a>\uff09\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306e\u63d0\u6848\u30023\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3067Claude 2, Gemini Pro, GPT-4 0613\u3092\u30a2\u30a6\u30c8\u30d1\u30d5\u30a9\u30fc\u30e0\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/devneko.jp\/wordpress\/?p=4206\">ReST meets ReAct \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u306e\u6642\u3082\u601d\u3063\u305f\u304c\u81ea\u5df1\u6539\u5584\u306e\u52d5\u304d\u3067\u9762\u767d\u3044\u3002\u4e0e\u3048\u305f\u60c5\u5831\u3092\u4f7f\u3044\u3064\u304f\u3057\u3066\u3044\u306a\u3044\u304c\u6545\u306e\u52d5\u304d\u306a\u306e\u304b\u3001\uff08\u3055\u3059\u304c\u306b\u307e\u3060\u306a\u3055\u305d\u3046\u3060\u3051\u3069\uff09\u65b0\u305f\u306a\u60c5\u5831\u3092\u751f\u307f\u51fa\u305b\u3066\u3044\u308b\u306e\u304b\u306a\u3069\u8208\u5473\u6df1\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":[22,42,223],"class_list":["post-4312","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-alignment","tag-autonomous-agent","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4312","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=4312"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4312\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}