{"id":318,"date":"2021-06-28T05:00:00","date_gmt":"2021-06-27T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=318"},"modified":"2021-06-28T05:00:00","modified_gmt":"2021-06-27T20:00:00","slug":"charformer-%e3%82%b5%e3%83%96%e3%83%af%e3%83%bc%e3%83%89%e5%8c%96%e3%82%92%e3%83%a2%e3%83%87%e3%83%ab%e4%b8%ad%e3%81%ab%e5%8f%96%e3%82%8a%e5%85%a5%e3%82%8c%e3%81%9ftransformer","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=318","title":{"rendered":"Charformer: \u30b5\u30d6\u30ef\u30fc\u30c9\u5316\u3092\u30e2\u30c7\u30eb\u4e2d\u306b\u53d6\u308a\u5165\u308c\u305fTransformer"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Charformer: Fast Character Transformers via Gradient-based Subword Tokenization\u00a0<\/strong>[50.2]<br>\u30e2\u30c7\u30eb\u306e\u4e00\u90e8\u3068\u3057\u3066\u30b5\u30d6\u30ef\u30fc\u30c9\u30c8\u30fc\u30af\u30f3\u5316\u3092\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306b\u5b66\u7fd2\u3059\u308b\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3092\u63d0\u6848\u3059\u308b\u3002 \u6587\u5b57\u304b\u3089\u6f5c\u5728\u5358\u8a9e\u8868\u73fe\u3092\u81ea\u52d5\u7684\u306b\u5b66\u7fd2\u3059\u308b,\u30bd\u30d5\u30c8\u30b0\u30e9\u30c7\u30fc\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30b5\u30d6\u30ef\u30fc\u30c9\u30c8\u30fc\u30af\u30f3\u30e2\u30b8\u30e5\u30fc\u30eb(GBST)\u3092\u5c0e\u5165\u3059\u308b\u3002 \u307e\u305f\u3001GBST\u3092\u7d71\u5408\u3057\u3001\u30d0\u30a4\u30c8\u30ec\u30d9\u30eb\u3067\u52d5\u4f5c\u3059\u308b\u6df1\u5c64\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30e2\u30c7\u30eb\u3067\u3042\u308bCharformer\u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2106.12672v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2106.12672v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 23 Jun 2021 22:24:14 GMT)<ul><li>GBST(\u00a0Gradient-Based Subword Tokenization module)\u3092\u63d0\u6848\u3001Transformer\u306b\u7d71\u5408\u3057\u3066sub word\u5316\u3092\u884c\u308f\u305a\u512a\u308c\u305f\u6027\u80fd\u3092\u51fa\u3057\u305f\u3068\u3044\u3046\u5831\u544a\u3002\u30b9\u30d4\u30fc\u30c9\u3082\u901f\u3044\u3002<\/li><li>\u82f1\u8a9e\u306e\u30bf\u30b9\u30af\u3067\u306f\u4ee5\u524d\u7d39\u4ecb\u3057\u305f<a href=\"https:\/\/devneko.jp\/wordpress\/?p=212\">ByT5<\/a>\u3068\u6bd4\u3079\u3066\u3082\u512a\u308c\u3066\u304a\u308a\u3001\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u306a\u8a2d\u5b9a\u3067\u306f\u6027\u80fd\u306f\u540c\u7b49\u3067\u9ad8\u901f\u3068\u306e\u3053\u3068\u3002\u5f8c\u8005\u3067\u6027\u80fd\u5dee\u304c\u7e2e\u307e\u308b\u3068\u3044\u3046\u7d50\u679c\u3082\u8208\u5473\u6df1\u3044\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Charformer: Fast Character Transformers via Gradient-based Subword Tokenization\u00a0[50.2]\u30e2\u30c7\u30eb\u306e\u4e00\u90e8\u3068\u3057\u3066\u30b5\u30d6\u30ef\u30fc\u30c9\u30c8\u30fc\u30af\u30f3\u5316\u3092\u30a8\u30f3\u30c9\u30c4 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=318\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Charformer: \u30b5\u30d6\u30ef\u30fc\u30c9\u5316\u3092\u30e2\u30c7\u30eb\u4e2d\u306b\u53d6\u308a\u5165\u308c\u305fTransformer&#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":[381,405,415],"class_list":["post-318","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-sub-word","tag-tokenize","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/318","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=318"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/318\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=318"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=318"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}