{"id":6809,"date":"2025-06-04T04:21:00","date_gmt":"2025-06-03T19:21:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6809"},"modified":"2025-05-25T09:25:14","modified_gmt":"2025-05-25T00:25:14","slug":"migrationbench-repository-level-code-migration-benchmark-from-java","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6809","title":{"rendered":"MigrationBench: Repository-Level Code Migration Benchmark from Java"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MigrationBench: Repository-Level Code Migration Benchmark from Java 8\u00a0<\/strong>[18.6]<br>MigrationBench\u306f\u3001Java 8 \u30c9\u30eb\u304b\u3089\u6700\u65b0\u306e\u9577\u671f\u30b5\u30dd\u30fc\u30c8 (LTS) \u30d0\u30fc\u30b8\u30e7\u30f3 (Java 17\u300121 ) \u3078\u306e\u79fb\u884c\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u53b3\u5bc6\u3067\u6a19\u6e96\u5316\u3055\u308c\u305f\u8a55\u4fa1\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u306e\u7dcf\u5408\u7684\u306a\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3059\u308b\u3002 Claude-3.5-Sonnet-v2 \u3067\u9078\u629e\u3055\u308c\u305f\u30b5\u30d6\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u3001SD-Feedback \u306f\u3001\u305d\u308c\u305e\u308c\u3001\u6700\u5c0f\u3068\u6700\u5927\u306e\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3057\u3066\u300162.33%$\u306827.33%$\u6210\u529f\u7387(pass@1)\u3092\u9054\u6210\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2505.09569v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2505.09569v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 19 May 2025 16:10:21 GMT)<\/li>\n\n\n\n<li>\u30d0\u30fc\u30b8\u30e7\u30f3\u9593\u79fb\u690d\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002\u5b9f\u7528\u4e0a\u5927\u4e8b\u306a\u30bf\u30b9\u30af\u3002\u300cWe demonstrate the feasibility of code migration from Java 8 to 17 through a deterministic workflow with SD-Feedback, and show preliminary results with promising efficacy for both minimal (62.33%) and maximal (27.33%) migration for the selected subset with Claude-3.5-Sonnet-v2.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/amazon-science\/MigrationBench\">GitHub &#8211; amazon-science\/MigrationBench<\/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":[468,517],"class_list":["post-6809","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-468","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6809","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=6809"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6809\/revisions"}],"predecessor-version":[{"id":6810,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6809\/revisions\/6810"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}