{"id":2382,"date":"2022-09-26T06:00:00","date_gmt":"2022-09-25T21:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2382"},"modified":"2022-09-26T06:00:00","modified_gmt":"2022-09-25T21:00:00","slug":"mega-moving-average-equipped-gated-attentio%e3%81%a8bart-ls","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2382","title":{"rendered":"Mega: Moving Average Equipped Gated Attention\u3068BART-LS"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Mega: Moving Average Equipped Gated Attention&nbsp;<\/strong>[150.3]<br>\u30e1\u30ac (Mega) \u306f\u3001(\u4e88\u5099\u7684\u306a)\u79fb\u52d5\u5e73\u5747\u3092\u5099\u3048\u305f\u5358\u7d14\u3067\u7406\u8ad6\u4e0a\u306f\u63a5\u5730\u3055\u308c\u305f\u5358\u982d\u8a98\u5c0e\u5f0f\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3067\u3042\u308b\u3002 \u6211\u3005\u306fMega\u304c\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306e\u5909\u7a2e\u3084\u6700\u8fd1\u306e\u72b6\u614b\u7a7a\u9593\u30e2\u30c7\u30eb\u3092\u542b\u3080\u4ed6\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u30e2\u30c7\u30eb\u3088\u308a\u3082\u5927\u5e45\u306b\u6539\u5584\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2209.10655v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2209.10655v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 21 Sep 2022 20:52:17 GMT)<ul><li>Transformer\u3092\u7528\u3044\u305fNLP\u304c\u6d41\u884c\u3057\u3066\u3044\u308b\u304c\u3001\u9577\u6587\u5bfe\u5fdc\u306f\u4f9d\u7136\u3068\u3057\u3066\u5927\u304d\u306a\u8ab2\u984c\u3002\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u5e73\u5747\u3092\u9069\u7528\u3057\u3066\u512a\u308c\u305f\u6027\u80fd\u3092\u9054\u6210\u3068\u3044\u3046\u5831\u544a\u3002<\/li><li>\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u9020\u3060\u304c\u7d50\u679c\u306f\u5f37\u529b\u3068\u306e\u3053\u3068\u3002\u306a\u3093\u304bLSTM\u3063\u307d\u3044\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Adapting Pretrained Text-to-Text Models for Long Text Sequences&nbsp;<\/strong>[39.6]<br>\u6211\u3005\u306f\u3001\u6642\u7cfb\u5217\u5165\u529b\u306b\u65e2\u5b58\u306e\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u30fb\u30c4\u30fc\u30fb\u30c6\u30ad\u30b9\u30c8\u30fb\u30e2\u30c7\u30eb\u3092\u9069\u7528\u3059\u308b\u3002 \u9577\u6587QA\u30bf\u30b9\u30af\u4e0a\u3067\u306e\u7af6\u5408\u6027\u80fd\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u9577\u6587\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2209.10052v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2209.10052v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 21 Sep 2022 00:41:07 GMT)<ul><li>\u540c\u65e5\u306b\u51fa\u3066\u3044\u305f\u9577\u6587\u5bfe\u5fdc\u306e\u8ad6\u6587\u3002\u3053\u3061\u3089\u3067\u306f\u69d8\u3005\u306a\u624b\u6cd5\u3092\u6bd4\u8f03\u3057\u305f\u3046\u3048\u3067\u300c\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u3092pooling-augmented blockwise attention\u306b\u7f6e\u304d\u63db\u3048\u300d\u300c\u9577\u77ed\u30b9\u30d1\u30f3\u3092\u6df7\u5408\u3057\u305fT5 \u30b9\u30bf\u30a4\u30eb\u306edenoising loss\u300d\u300cC4\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u9023\u7d50\u3057\u305f\u9577\u6587\u306e\u4e8b\u524d\u5b66\u7fd2\u30c7\u30fc\u30bf\u300d\u3092\u53d6\u308a\u5165\u308c\u3066\u3044\u308b\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306fhttps:\/\/github.com\/facebookresearch\/bart_ls\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f404<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Mega: Moving Average Equipped Gated Attention&nbsp;[150.3]\u30e1\u30ac (Mega) \u306f\u3001(\u4e88\u5099\u7684\u306a)\u79fb\u52d5\u5e73\u5747\u3092\u5099\u3048\u305f\u5358\u7d14\u3067\u7406\u8ad6\u4e0a\u306f\u63a5\u5730\u3055\u308c\u305f\u5358\u982d\u8a98\u5c0e\u5f0f\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3067 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2382\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Mega: Moving Average Equipped Gated Attention\u3068BART-LS&#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":[278,634,667],"class_list":["post-2382","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-nlp","tag-634","tag-667"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2382","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=2382"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2382\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2382"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2382"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2382"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}