{"id":5516,"date":"2024-10-04T05:48:00","date_gmt":"2024-10-03T20:48:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5516"},"modified":"2024-10-04T05:48:00","modified_gmt":"2024-10-03T20:48:00","slug":"contextualized-data-wrangling-code-generation-in-computational-notebooks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5516","title":{"rendered":"Contextualized Data-Wrangling Code Generation in Computational Notebooks"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Contextualized Data-Wrangling Code Generation in Computational Notebooks\u00a0<\/strong>[131.3]<br>\u6211\u3005\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u4f9d\u5b58\u3092\u660e\u78ba\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30e9\u30f3\u30b0\u30ea\u30f3\u30b0\u30b3\u30fc\u30c9\u751f\u6210\u4f8b\u3092\u30de\u30a4\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u3001CoCoMine\u3068\u3044\u3046\u81ea\u52d5\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u6848\u3059\u308b\u3002 \u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30e9\u30f3\u30b0\u30ea\u30f3\u30b0\u30b3\u30fc\u30c9\u751f\u6210\u306e\u305f\u3081\u306e58,221\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bCoCoNote\u3092Notebooks\u3067\u69cb\u7bc9\u3059\u308b\u3002 \u5b9f\u9a13\u7d50\u679c\u306f\u3001\u30c7\u30fc\u30bf\u30e9\u30f3\u30b0\u30ea\u30f3\u30b0\u30b3\u30fc\u30c9\u751f\u6210\u306b\u30c7\u30fc\u30bf\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u306e\u91cd\u8981\u6027\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.13551v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.13551v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 20 Sep 2024 14:49:51 GMT)<\/li>\n\n\n\n<li>\u300cData wrangling involves cleaning, structuring, and enriching raw data into a desired format for further analysis [96], such as by removing duplicates, casting types, and extracting features [17].\u300d\u306e\u305f\u3081\u306e\u30b3\u30fc\u30c9\u5408\u6210\u3092\u76ee\u6307\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u69cb\u7bc9\u3068\u305d\u308c\u3092\u5229\u7528\u3057\u305fDataCoder\u306e\u63d0\u6848\u3002DataCoder\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u300cData Encoder\u300d + \u300cCode + Text Encoder\u300d +\u300c Decoder\u300d\u3068\u3044\u3046\u69cb\u6210\u3001\u3088\u304f\u898b\u3089\u308c\u308bLLM base\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u306a\u3044\u3053\u3068\u3082\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Jun-jie-Huang\/CoCoNote\">GitHub &#8211; Jun-jie-Huang\/CoCoNote: Source Code for ASE-24 paper &#8220;Contextualized Data-Wrangling Code Generation in Computational Notebooks&#8221;.<\/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],"class_list":["post-5516","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-468"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5516","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=5516"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5516\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5516"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5516"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}