{"id":997,"date":"2021-11-10T04:30:00","date_gmt":"2021-11-09T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=997"},"modified":"2021-11-10T04:30:00","modified_gmt":"2021-11-09T19:30:00","slug":"automl%e7%94%a8%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af%e3%83%87%e3%83%bc%e3%82%bf%e3%82%bb%e3%83%83%e3%83%88","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=997","title":{"rendered":"AutoML\u7528\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Benchmarking Multimodal AutoML for Tabular Data with Text Fields\u00a0<\/strong>[83.4]<br>\u30c6\u30ad\u30b9\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u542b\u308018\u500b\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30c7\u30fc\u30bf\u30c6\u30fc\u30d6\u30eb\u3092\u7d44\u307f\u7acb\u3066\u308b\u3002 \u3053\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u3088\u308a\u3001\u7814\u7a76\u8005\u306f\u3001\u6570\u5024\u3001\u30ab\u30c6\u30b4\u30ea\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u7528\u3044\u3066\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3092\u884c\u3046\u305f\u3081\u306e\u72ec\u81ea\u306e\u65b9\u6cd5\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2111.02705v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2111.02705v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 4 Nov 2021 09:29:16 GMT)<ul><li>AutoML\u7528\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u901a\u3057\u3066\u5f97\u3089\u308c\u305f\u5206\u6790\u7d50\u679c\u3082\u8208\u5473\u6df1\u3044\u3002\u305f\u3060\u3001\u300cGiven the success of pretrained Transformers across NLP, we are surprised to \ufb01nd both N-Grams and word2vec here provide superior text featurization than Pre-Embedding.\u300d\u306f\u9a5a\u304d\u3067\u306f\u306a\u3044\u306e\u3067\u306f\uff1f\u3068\u3044\u3046\u5370\u8c61\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/sxjscience\/automl_multimodal_benchmark\">https:\/\/github.com\/sxjscience\/automl_multimodal_benchmark<\/a>\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u00a0<a href=\"https:\/\/creativecommons.org\/licenses\/by-nc-sa\/4.0\/legalcode\">CC BY-NC-SA<\/a>\u00a0\u3068\u306e\u3053\u3068\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Benchmarking Multimodal AutoML for Tabular Data with Text Fields\u00a0[83.4]\u30c6\u30ad\u30b9\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u542b\u308018\u500b\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30c7\u30fc\u30bf\u30c6\u30fc\u30d6\u30eb\u3092\u7d44\u307f\u7acb\u3066\u308b\u3002 \u3053 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=997\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;AutoML\u7528\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8&#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":[40,491,517],"class_list":["post-997","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-automl","tag-491","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/997","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=997"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/997\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}