{"id":4385,"date":"2024-02-06T05:11:00","date_gmt":"2024-02-05T20:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4385"},"modified":"2024-02-06T05:11:00","modified_gmt":"2024-02-05T20:11:00","slug":"document-structure-in-long-document-transformers","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4385","title":{"rendered":"Document Structure in Long Document Transformers"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Document Structure in Long Document Transformers\u00a0<\/strong>[64.8]<br>\u9577\u3044\u6587\u66f8\u306f\u3001\u3057\u3070\u3057\u3070\u30bb\u30af\u30b7\u30e7\u30f3\u30d8\u30c3\u30c0\u30fc\u3084\u6bb5\u843d\u306e\u3088\u3046\u306a\u7570\u306a\u308b\u6a5f\u80fd\u3067\u968e\u5c64\u7684\u306b\u6574\u7406\u3055\u308c\u305f\u8981\u7d20\u3092\u6301\u3064\u69cb\u9020\u3092\u793a\u3059\u3002 \u6587\u66f8\u69cb\u9020\u306e\u4e0d\u660e\u77ad\u3055\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u306b\u304a\u3051\u308b\u305d\u306e\u5f79\u5272\u306f\u3044\u307e\u3060\u306b\u4e0d\u900f\u660e\u3067\u3042\u308b\u3002 \u9577\u671f\u6587\u66f8\u5909\u63db\u30e2\u30c7\u30eb\u306f\u4e8b\u524d\u5b66\u7fd2\u4e2d\u306b\u6587\u66f8\u69cb\u9020\u306e\u5185\u90e8\u8868\u73fe\u3092\u53d6\u5f97\u3059\u308b\u304b? \u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u5f8c\u306b\u69cb\u9020\u60c5\u5831\u3092\u30e2\u30c7\u30eb\u306b\u4f1d\u9054\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u306e\u304b\u3001\u4e0b\u6d41\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u306e\u304b?<br><a href=\"http:\/\/arxiv.org\/abs\/2401.17658v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.17658v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 31 Jan 2024 08:28:06 GMT)<\/li>\n\n\n\n<li>\u6587\u66f8\u69cb\u9020\u304c\u30e2\u30c7\u30eb\u3067\u6271\u308f\u308c\u308b\u304b\u53ca\u3073\u69cb\u9020\u3092\u30e2\u30c7\u30eb\u306b\u5165\u308c\u8fbc\u3080\u624b\u6cd5\u63d0\u6848\u3002\u300cResults on LED and LongT5 suggest that they acquire implicit understanding of document structure during pretraining, which can be further enhanced by structure infusion, leading to improved endtask performance.\u300d\u3068\u80af\u5b9a\u7684\u306a\u898b\u89e3<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306fhttps:\/\/github.com\/UKPLab\/eacl2024-doc-structure\u3068\u306e\u3053\u3068\uff08\u73fe\u5728\u306f404\uff09<\/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":[117,415],"class_list":["post-4385","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-document-understanding","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4385","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=4385"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4385\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4385"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4385"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4385"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}