{"id":930,"date":"2021-10-28T06:00:00","date_gmt":"2021-10-27T21:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=930"},"modified":"2021-10-28T06:00:00","modified_gmt":"2021-10-27T21:00:00","slug":"multi-document-summarization-%e3%82%b5%e3%83%96%e3%82%b0%e3%83%a9%e3%83%95%e9%81%b8%e6%8a%9e%e3%81%a8%e3%81%97%e3%81%a6%e8%a7%a3%e3%81%8fsgsum%e3%80%81longformer%e3%82%92%e7%94%a8%e3%81%84%e3%82%8bpr","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=930","title":{"rendered":"Multi-document Summarization: \u30b5\u30d6\u30b0\u30e9\u30d5\u9078\u629e\u3068\u3057\u3066\u89e3\u304fSgSum\u3001Longformer\u3092\u7528\u3044\u308bPRIMER"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>SgSum: Transforming Multi-document Summarization into Sub-graph Selection\u00a0<\/strong>[27.4]<br>\u65e2\u5b58\u306e\u62bd\u51fa\u591a\u6587\u66f8\u8981\u7d04(MDS)\u624b\u6cd5\u306f\u3001\u5404\u6587\u3092\u500b\u5225\u306b\u30b9\u30b3\u30a2\u3057\u3001\u4e00\u3064\u305a\u3064\u6709\u80fd\u306a\u6587\u3092\u62bd\u51fa\u3057\u3066\u8981\u7d04\u3092\u69cb\u6210\u3059\u308b\u3002 \u30b5\u30d6\u30b0\u30e9\u30d5\u9078\u629e\u554f\u984c\u3068\u3057\u3066MDS\u30bf\u30b9\u30af\u3092\u5b9a\u5f0f\u5316\u3059\u308b\u65b0\u3057\u3044MDS\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af(SgSum)\u3092\u63d0\u6848\u3059\u308b\u3002 \u6211\u3005\u306e\u30e2\u30c7\u30eb\u306f\u5f93\u6765\u306eMDS\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u3001\u3088\u308a\u4e00\u8cab\u6027\u304c\u3042\u308a\u3001\u60c5\u5831\u7684\u306a\u8981\u7d04\u3092\u751f\u6210\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.12645v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.12645v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2110.12645.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Mon, 25 Oct 2021 05:12:10 GMT)<ul><li>\u30b0\u30e9\u30d5\u69cb\u9020\u3092\u901a\u3057\u3066Multi-document\u306a\u8981\u7d04\u3092\u884c\u3046\u624b\u6cd5\u306e\u63d0\u6848\u3002MultiNews\u3084DUC2004\u3067\u512a\u308c\u305f\u7d50\u679c\u3002<\/li><\/ul><ul><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/PaddlePaddle\/Research\/tree\/master\/NLP\/EMNLP2021-SgSum\">https:\/\/github.com\/PaddlePaddle\/Research\/tree\/master\/NLP\/EMNLP2021-SgSum<\/a>\u3068\u306e\u3053\u3068\uff08\u73fe\u6642\u70b9\u3067\u306f404\uff09<\/li><\/ul><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization\u00a0<\/strong>[16.8]<br>\u8981\u7d04\u306b\u7740\u76ee\u3057\u305f\u591a\u6587\u66f8\u8868\u73fe\u306e\u305f\u3081\u306e\u4e8b\u524d\u5b66\u7fd2\u30e2\u30c7\u30eb\u3067\u3042\u308bPRIMER\u3092\u63d0\u6848\u3059\u308b\u3002 \u5177\u4f53\u7684\u306b\u306f,\u30de\u30eb\u30c1\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5165\u529b\u306b\u9069\u3057\u305f\u9069\u5207\u306a\u5165\u529b\u5909\u63db\u3068\u30b0\u30ed\u30fc\u30d0\u30eb\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u5099\u3048\u305fLongformer\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3059\u308b\u3002 \u79c1\u305f\u3061\u306e\u30e2\u30c7\u30eb\u3067\u3042\u308bPRIMER\u306f\u3001\u3053\u308c\u3089\u306e\u307b\u3068\u3093\u3069\u306e\u8a2d\u5b9a\u306b\u304a\u3044\u3066\u3001\u73fe\u5728\u306e\u6700\u5148\u7aef\u30e2\u30c7\u30eb\u3092\u5927\u304d\u306a\u30de\u30fc\u30b8\u30f3\u3067\u4e0a\u56de\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.08499v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.08499v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2110.08499.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Sat, 16 Oct 2021 07:22:24 GMT)<ul><li>\u3053\u3061\u3089\u306f\u30b0\u30e9\u30d5\u69cb\u9020\u3067\u306f\u306a\u304fLongformer\u3092\u7528\u3044\u3066\u30de\u30eb\u30c1\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5bfe\u51e6\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3001MultiNews\u306a\u3069\u3067SoTA\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/allenai\/PRIMER\">https:\/\/github.com\/allenai\/PRIMER<\/a><\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SgSum: Transforming Multi-document Summarization into Sub-graph Selection\u00a0[27.4]\u65e2\u5b58\u306e\u62bd\u51fa\u591a\u6587\u66f8\u8981\u7d04(MDS)\u624b\u6cd5\u306f\u3001\u5404\u6587\u3092\u500b\u5225\u306b\u30b9\u30b3\u30a2\u3057\u3001 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=930\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Multi-document Summarization: \u30b5\u30d6\u30b0\u30e9\u30d5\u9078\u629e\u3068\u3057\u3066\u89e3\u304fSgSum\u3001Longformer\u3092\u7528\u3044\u308bPRIMER&#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":[263,383,415],"class_list":["post-930","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-multi-document","tag-summarization","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/930","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=930"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/930\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=930"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=930"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=930"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}