{"id":5148,"date":"2024-07-16T05:41:00","date_gmt":"2024-07-15T20:41:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5148"},"modified":"2024-07-16T05:41:00","modified_gmt":"2024-07-15T20:41:00","slug":"autobencher%e3%80%81a-survey-of-data-synthesis-approaches","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5148","title":{"rendered":"AutoBencher\u3001A Survey of Data Synthesis Approaches"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models\u00a0<\/strong>[84.7]<br>3\u3064\u306e\u30c7\u30b7\u30e9\u30bf\u3092\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u305f\u3081\u306e\u512a\u308c\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u63d0\u793a\u3059\u308b\u3002 \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u3001\u4ee5\u524d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u793a\u3055\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u30e2\u30c7\u30eb\u30e9\u30f3\u30ad\u30f3\u30b0\u306e\u65b0\u3057\u3044\u30c8\u30ec\u30f3\u30c9\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u3002 AutoBencher\u3092\u4f7f\u3063\u3066\u3001\u6570\u5b66\u3001\u591a\u8a00\u8a9e\u3001\u77e5\u8b58\u96c6\u7d04\u7684\u306a\u8cea\u554f\u5fdc\u7b54\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2407.08351v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2407.08351v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 11 Jul 2024 10:03:47 GMT)<\/li>\n\n\n\n<li>\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u81ea\u52d5\u7684\u306b\u69cb\u7bc9\u3059\u308b\u53d6\u308a\u7d44\u307f\u3002<\/li>\n\n\n\n<li>\u3057\u3070\u3089\u304f\u3059\u308b\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u81ea\u52d5\u69cb\u7bc9\u3001\u5f8c\u8ff0\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u3082\u81ea\u52d5\u5408\u6210\u3001\u81ea\u5df1\u6539\u5584\u3001\u307f\u305f\u3044\u306a\u30e2\u30c7\u30eb\u69cb\u7bc9\u304c\u6d41\u884c\u3063\u305f\u308a\u3059\u308b\u306e\u3060\u308d\u3046\u304b\u3002\u307e\u3055\u306bAutoML\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/XiangLi1999\/AutoBencher\">GitHub &#8211; XiangLi1999\/AutoBencher<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Data Synthesis Approaches\u00a0<\/strong>[20.2]<br>1)\u591a\u69d8\u6027\u306e\u5411\u4e0a,2)\u30c7\u30fc\u30bf\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0,3)\u30c9\u30e1\u30a4\u30f3\u30b7\u30d5\u30c8\u3078\u306e\u5bfe\u5fdc,4)\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u306e\u89e3\u6c7a\u3002 \u672c\u7a3f\u3067\u306f, \u5408\u6210\u30c7\u30fc\u30bf\u306e\u4eca\u5f8c\u306e\u65b9\u5411\u6027\u3068, \u91cd\u8981\u306a3\u3064\u306e\u65b9\u5411\u6027\u306b\u3064\u3044\u3066\u3082\u8ad6\u3058\u308b: 1) \u54c1\u8cea, 2) \u5408\u6210\u30c7\u30fc\u30bf\u306e\u8a55\u4fa1, 3) \u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u62e1\u5f35\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2407.03672v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2407.03672v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 04 Jul 2024 06:37:09 GMT)<\/li>\n\n\n\n<li>\u5408\u6210\u30c7\u30fc\u30bf\u95a2\u9023\u306e\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/MiuLab\/SynData-Survey\">GitHub &#8211; MiuLab\/SynData-Survey<\/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":[387,390,517],"class_list":["post-5148","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-synthetic-data","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5148","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=5148"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5148\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5148"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5148"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5148"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}