{"id":3340,"date":"2023-05-24T05:22:00","date_gmt":"2023-05-23T20:22:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3340"},"modified":"2023-05-24T05:22:00","modified_gmt":"2023-05-23T20:22:00","slug":"socratic-cot","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3340","title":{"rendered":"SOCRATIC COT"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Distilling Reasoning Capabilities into Smaller Language Models\u00a0<\/strong>[83.7]<br>\u601d\u8003\u306e\u9023\u9396(CoT)\u306e\u3088\u3046\u306a\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u63a8\u8ad6\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u63a8\u8ad6\u80fd\u529b\u306e\u8a98\u5c0e\u306b\u975e\u5e38\u306b\u52b9\u679c\u7684\u3067\u3042\u308b\u3053\u3068\u304c\u8a3c\u660e\u3055\u308c\u3066\u3044\u308b\u3002 \u3057\u304b\u3057\u3001CoT\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u6210\u529f\u306f\u57fa\u672c\u7684\u306b\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u306b\u7d50\u3073\u3064\u3044\u3066\u304a\u308a\u3001CoT\u3092\u6a5f\u80fd\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u6570\u5341\u5104\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30b9\u30b1\u30fc\u30eb\u30e2\u30c7\u30eb\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u3002 \u672c\u7814\u7a76\u3067\u306f,\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306eCoT\u63a8\u8ad6\u80fd\u529b\u3092\u6bb5\u968e\u7684\u306b\u6d3b\u7528\u3057,\u3053\u308c\u3089\u306e\u80fd\u529b\u3092\u3088\u308a\u5c0f\u3055\u306a\u30e2\u30c7\u30eb\u306b\u84b8\u7559\u3059\u308b\u77e5\u8b58\u84b8\u7559\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2212.00193v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2212.00193v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 18 May 2023 04:44:51 GMT)<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u304b\u3089\u5f97\u305fCoT\u306e\u51fa\u529b\u3092\u5c0f\u3055\u306a\u30e2\u30c7\u30eb\u306b\u9069\u7528\u3059\u308b\u53d6\u308a\u7d44\u307f\u3002CoT\u3092\u3088\u308a\u7d30\u304b\u3044QA\u306b\u5206\u89e3\u3057\u3001Question Generator\u30e2\u30c7\u30eb\u3068QA\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u4ed5\u7d44\u307f\u306e\u3088\u3046\u3002\u5c0f\u3055\u306a\u30e2\u30c7\u30eb (GPT-2 large) \u306710\u500d\u306e\u30e2\u30c7\u30eb (GPT-3 6B)\u3092out perform\u3057\u305f\u3068\u306e\u3053\u3068\u3002 <\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/kumar-shridhar\/Distiiling-LM\">GitHub &#8211; kumar-shridhar\/Distiiling-LM: The code for the paper : Distilling Reasoning Capabilities into Smaller Language Models<\/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":[59,635],"class_list":["post-3340","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-635"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3340","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=3340"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3340\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3340"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3340"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3340"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}