{"id":4139,"date":"2023-12-11T05:59:00","date_gmt":"2023-12-10T20:59:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4139"},"modified":"2023-12-11T05:59:00","modified_gmt":"2023-12-10T20:59:00","slug":"chain-of-code","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4139","title":{"rendered":"Chain of Code"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Chain of Code: Reasoning with a Language Model-Augmented Code Emulator\u00a0<\/strong>[119.0]<br>\u8a00\u8a9e\u30e2\u30c7\u30eb(LM)\u306f\u30b3\u30fc\u30c9\u8a18\u8ff0\u3092\u6d3b\u7528\u3057\u3066\u601d\u8003\u306e\u9023\u9396\u63a8\u8ad6\u3092\u6539\u5584\u3059\u308b\u3002 \u6211\u3005\u306f\u3001LM\u30b3\u30fc\u30c9\u99c6\u52d5\u63a8\u8ad6\u3092\u6539\u5584\u3059\u308b\u30b7\u30f3\u30d7\u30eb\u306a\u3001\u305d\u3057\u3066\u9a5a\u304f\u307b\u3069\u52b9\u679c\u7684\u306a\u62e1\u5f35\u3067\u3042\u308bChain of Code (CoC)\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2312.04474v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2312.04474v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 7 Dec 2023 17:51:43 GMT)<\/li>\n\n\n\n<li>LLM\u3092\u30b3\u30fc\u30c9\u3092\u901a\u3057\u3066\u8003\u3048\u3055\u305b\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\uff08Chain of Code achieves 84%, a gain of 12% over Chain of Thought\uff09\u3068\u306e\u3053\u3068\u3002PAL\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u901a\u3059\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u7570\u306a\u308a\u3001\u5b9f\u884c\u3067\u304d\u308b\u5834\u5408\u306f\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3092\u5b9f\u884c\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u7591\u4f3c\u30b3\u30fc\u30c9\u3092\u00a0LMulator (a portmanteau of LM and emulator)\u3092\u901a\u3057\u3066\u89e3\u91c8\u3059\u308b\u70b9\u304c\u7279\u5fb4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/sites.google.com\/view\/chain-of-code\">Chain of Code (google.com)<\/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":[59,60],"class_list":["post-4139","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-chain"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4139","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=4139"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4139\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4139"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4139"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}