{"id":4122,"date":"2023-12-12T05:34:00","date_gmt":"2023-12-11T20:34:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4122"},"modified":"2023-12-12T05:34:00","modified_gmt":"2023-12-11T20:34:00","slug":"a-survey-of-large-language-models-for-code-evolution-benchmarking-and-future-trends","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4122","title":{"rendered":"A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends\u00a0<\/strong>[30.8]<br>\u4e00\u822c\u7684\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5de5\u5b66\u306b\u304a\u3051\u308b\u30b3\u30fc\u30c9\u751f\u6210\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u8a3c\u660e\u3057\u3066\u3044\u308b\u3002 \u30b3\u30fc\u30c9LLM\u306e\u304b\u306a\u308a\u306e\u90e8\u5206\u306f\u3001\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u901a\u3058\u3066\u4e00\u822c\u7684\u306aLLM\u304b\u3089\u6d3e\u751f\u3057\u3066\u3044\u308b\u3002 \u73fe\u5728\u3001Code LLM\u3068\u305d\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u95a2\u3059\u308b\u4f53\u7cfb\u7684\u306a\u8abf\u67fb\u304c\u6b20\u5982\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2311.10372v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2311.10372v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 17 Nov 2023 07:55:16 GMT)<\/li>\n\n\n\n<li>LLM\u3067\u306e\u30b3\u30fc\u30c9\u751f\u6210\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u3082\u306e\u3059\u3054\u304f\u8272\u3005\u3042\u308b\u3068\u3044\u3046\u306e\u3068\u3001\u8868\uff14\u306ePerformance of LLMs in HumanEval Benchmark\u306e\u3088\u3046\u306a\u6bd4\u8f03\u8868\u304c\u3068\u3066\u3082\u53c2\u8003\u306b\u306a\u308b<\/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":[387,468],"class_list":["post-4122","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-468"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4122","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=4122"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4122\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4122"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4122"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4122"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}