{"id":5412,"date":"2024-09-16T03:40:00","date_gmt":"2024-09-15T18:40:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5412"},"modified":"2024-09-16T03:40:00","modified_gmt":"2024-09-15T18:40:00","slug":"large-language-model-based-agents-for-software-engineering-a-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5412","title":{"rendered":"Large Language Model-Based Agents for Software Engineering: A Survey\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Large Language Model-Based Agents for Software Engineering: A Survey&nbsp;<\/strong>[20.3]<br>\u8fd1\u5e74\u306eLarge Language Models(LLM)\u306e\u9032\u6b69\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u3059\u306a\u308f\u3061LLM\u30d9\u30fc\u30b9\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u5f62\u6210\u3057\u3066\u3044\u308b\u3002 \u6211\u3005\u306f106\u306e\u8ad6\u6587\u3092\u53ce\u96c6\u3057\u3001\u305d\u308c\u3089\u30922\u3064\u306e\u8996\u70b9\u3001\u3059\u306a\u308f\u3061SE\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u89b3\u70b9\u304b\u3089\u5206\u985e\u3059\u308b\u3002 \u3055\u3089\u306b\u3001\u3053\u306e\u91cd\u8981\u306a\u9818\u57df\u306b\u304a\u3051\u308b\u30aa\u30fc\u30d7\u30f3\u306a\u8ab2\u984c\u3068\u4eca\u5f8c\u306e\u65b9\u5411\u6027\u306b\u3064\u3044\u3066\u3082\u8ad6\u3058\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.02977v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.02977v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 04 Sep 2024 15:59:41 GMT)<\/li>\n\n\n\n<li>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308bLLM based Agent\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u3082\u3042\u308b\u3002<a href=\"https:\/\/github.com\/FudanSELab\/Agent4SE-Paper-List\">GitHub &#8211; FudanSELab\/Agent4SE-Paper-List: Repository for the paper &#8220;Large Language Model-Based Agents for Software Engineering: A Survey&#8221;.<\/a><\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=4945566\">The Effects of Generative AI on High Skilled Work: Evidence from Three Field Experiments with Software Developers by Zheyuan (Kevin) Cui, Mert Demirer, Sonia Jaffe, Leon Musolff, Sida Peng, Tobias Salz :: SSRN<\/a><br>\u300cThough each separate experiment is noisy, combined across all three experiments and 4,867 software developers, our analysis reveals a 26.08% increase (SE: 10.3%) in the number of completed tasks among developers using the AI tool.\u300d\u3068\u3044\u3046\u5831\u544a\u3082\u3042\u308a\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306f\u3069\u3093\u3069\u3093\u9032\u3093\u3067\u3044\u304f\u306e\u3060\u308d\u3046\u304b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Effects of Generative AI on High Skilled Work: Evidence from Three Field Experiments with Software Develop &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=5412\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Large Language Model-Based Agents for Software Engineering: A Survey\u00a0&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[42,387,486],"class_list":["post-5412","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-survey","tag-486"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5412","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=5412"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5412\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5412"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5412"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5412"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}