{"id":2573,"date":"2022-11-21T06:04:00","date_gmt":"2022-11-20T21:04:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2573"},"modified":"2022-11-21T06:04:00","modified_gmt":"2022-11-20T21:04:00","slug":"execution-based-evaluation-for-data-science-code-generation-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2573","title":{"rendered":"Execution-based Evaluation for Data Science Code Generation Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Execution-based Evaluation for Data Science Code Generation Models\u00a0<\/strong>[98.0]<br>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b3\u30fc\u30c9\u751f\u6210\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u8a55\u4fa1\u306e\u305f\u3081\u306e\u8a55\u4fa1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bExeDS\u3092\u7d39\u4ecb\u3059\u308b\u3002 ExeDS\u306b\u306fJupyter Notebooks\u306e534\u306e\u554f\u984c\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u30b3\u30fc\u30c9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u30bf\u30b9\u30af\u8a18\u8ff0\u3001\u53c2\u7167\u30d7\u30ed\u30b0\u30e9\u30e0\u3001\u671b\u307e\u3057\u3044\u5b9f\u884c\u51fa\u529b\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002 \u8868\u9762\u5f62\u72b6\u8a55\u4fa1\u30b9\u30b3\u30a2\u3092\u9ad8\u3044\u7cbe\u5ea6\u3067\u9054\u6210\u3057\u305f5\u3064\u306e\u6700\u5148\u7aef\u30b3\u30fc\u30c9\u751f\u6210\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u6027\u80fd\u3092\u8a55\u4fa1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2211.09374v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2211.09374v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 17 Nov 2022 07:04:11 GMT)<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u554f\u984c\u3092\u89e3\u304f\u305f\u3081\u306e\u30b3\u30fc\u30c9\u751f\u6210\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002\u3088\u308a\u5b9f\u7528\u7684\u306a\u30bf\u30b9\u30af\uff08\uff06\u8a55\u4fa1\uff09\u3067\u9762\u767d\u3044\u3002<\/li>\n\n\n\n<li>\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u306e\u8fd1\u3055\u3068\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u8fd1\u3055\u306b\u306f\u8ddd\u96e2\u304c\u3042\u308b\u306e\u306f\u76f4\u611f\u901a\u308a\u3068\u3057\u3066\u3001Codeex\u304c\u30b3\u30fc\u30c9\u7684\u306b\u306f\u9060\u3044\u304c\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3067\u306f\u307e\u305a\u307e\u305a\u306e\u7d50\u679c\u3092\u51fa\u3057\u3066\u3044\u308b\u70b9\u304c\u8208\u5473\u6df1\u3044\u3002\u610f\u5473\u307e\u3067\u7406\u89e3\u3057\u3066\u3044\u308b\u3063\u307d\u3044\u52d5\u304d\u3002<\/li>\n\n\n\n<li>https:\/\/github.com\/Jun-jie-Huang\/ExeDS\u304c\u30ea\u30dd\u30b8\u30c8\u30ea\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f404<\/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":[468,491],"class_list":["post-2573","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-468","tag-491"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2573","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=2573"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2573\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2573"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2573"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}