{"id":4284,"date":"2024-01-24T05:36:00","date_gmt":"2024-01-23T20:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4284"},"modified":"2024-01-24T05:36:00","modified_gmt":"2024-01-23T20:36:00","slug":"debugbench","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4284","title":{"rendered":"DebugBench"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>DebugBench: Evaluating Debugging Capability of Large Language Models\u00a0<\/strong>[89.1]<br>DebugBench &#8211; LLM(Large Language Models)\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002 C++\u3001Java\u3001Python\u306e4\u3064\u306e\u4e3b\u8981\u306a\u30d0\u30b0\u30ab\u30c6\u30b4\u30ea\u306818\u306e\u30de\u30a4\u30ca\u30fc\u30bf\u30a4\u30d7\u3092\u30ab\u30d0\u30fc\u3059\u308b\u3002 \u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30b7\u30ca\u30ea\u30aa\u30672\u3064\u306e\u5546\u7528\u30e2\u30c7\u30eb\u30683\u3064\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.04621v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.04621v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 11 Jan 2024 11:48:36 GMT)<\/li>\n\n\n\n<li>\u30c7\u30d0\u30c3\u30b0\u6027\u80fd\u3092\u8a55\u4fa1\u3059\u308b\u5927\u898f\u6a21\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/li>\n\n\n\n<li>\u300cThe experimental results reveal that while closed-source models are less effective compared to human performance, open-source models struggle to yield efficient outcomes in debugging tasks.\u300d\u3068\u3044\u3046\u7d50\u679c\u3067\u65e2\u5b58\u306eOSS\u30e2\u30c7\u30eb\u306f\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u3067\u306e\u30c7\u30d0\u30c3\u30b0\u304c\u3067\u304d\u305a\u3001GPT-4\u3067\u3082\u5341\u5206\u3068\u306f\u3044\u3044\u304c\u305f\u3044\u7d50\u679c\u306e\u3088\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/thunlp\/DebugBench\">thunlp\/DebugBench: The repository for paper &#8220;DebugBench: &#8220;Evaluating Debugging Capability of Large Language Models&#8221;. (github.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":[468,485,517],"class_list":["post-4284","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-468","tag-485","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4284","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=4284"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4284\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4284"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4284"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4284"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}