{"id":3839,"date":"2023-09-26T05:00:00","date_gmt":"2023-09-25T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3839"},"modified":"2023-09-26T05:00:00","modified_gmt":"2023-09-25T20:00:00","slug":"mddsmulti-document-diversity-summarization-diversesumm","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3839","title":{"rendered":"MDDS(Multi-document Diversity Summarization) &#038; DIVERSESUMM"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles&nbsp;<\/strong>[142.7]<br>\u540c\u4e00\u30a4\u30d9\u30f3\u30c8\u3092\u542b\u3080\u8907\u6570\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306b\u304a\u3044\u3066\u906d\u9047\u3059\u308b\u591a\u69d8\u306a\u60c5\u5831\u3092\u8981\u7d04\u3059\u308b\u65b0\u3057\u3044\u8ab2\u984c\u3092\u63d0\u6848\u3059\u308b\u3002 \u3053\u306e\u4f5c\u696d\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u591a\u69d8\u306a\u60c5\u5831\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u30b9\u30ad\u30fc\u30de\u306e\u6982\u8981\u3068\u3001DiverseSumm\u3068\u3044\u3046\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30ad\u30e5\u30ec\u30fc\u30c8\u3057\u305f\u3002 \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f245\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5404\u30b9\u30c8\u30fc\u30ea\u30fc\u306f10\u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u304b\u3089\u306a\u308a\u3001\u4eba\u9593\u516c\u8a8d\u306e\u53c2\u7167\u3068\u7d44\u307f\u5408\u308f\u305b\u3089\u308c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.09369v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.09369v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sun, 17 Sep 2023 20:28:17 GMT)<\/li>\n\n\n\n<li>Multi-document Summarization\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30bf\u30b9\u30af\u3068\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u69cb\u7bc9\u3002MDDS (Multi-document Diversity Summarization)\u3068\u3044\u3046\u8907\u6570\u306e\u60c5\u5831\u6e90\u306e\u5229\u7528\u3092\u524d\u63d0\u3068\u3057\u305f\u30bf\u30b9\u30af\u3092\u63d0\u6848\u3057\u3066\u3044\u308b\u3002\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308b\u304cGPT-4\u3067\u3042\u3063\u3066\u3082\u5341\u5206\u306a\u6027\u80fd\u3068\u306f\u8a00\u3044\u96e3\u3044\u96e3\u3057\u3044\u30bf\u30b9\u30af\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u73fe\u6642\u70b9\u3067\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\uff1f<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Summarization is (Almost) Dead&nbsp;<\/strong>[49.4]<br>\u6211\u3005\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u751f\u6210\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081,\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u958b\u767a\u3057,\u4eba\u9593\u306b\u3088\u308b\u8a55\u4fa1\u5b9f\u9a13\u3092\u884c\u3046\u3002 \u672c\u7814\u7a76\u306f, \u5fae\u8abf\u6574\u30e2\u30c7\u30eb\u306b\u3088\u308a\u751f\u6210\u3057\u305f\u8981\u7d04\u3084\u8981\u7d04\u3088\u308a\u3082, LLM\u751f\u6210\u8981\u7d04\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306e\u8a55\u4fa1\u306b\u304a\u3044\u3066, \u660e\u3089\u304b\u306a\u512a\u4f4d\u6027\u3092\u793a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.09558v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.09558v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 18 Sep 2023 08:13:01 GMT)<\/li>\n<\/ul>\n\n\n\n<p>\u3068\u3044\u3046\u8ad6\u6587\u3082\u51fa\u3066\u3044\u305f\u304c\u3001\u8981\u7d04\u95a2\u9023\u306e\u30bf\u30b9\u30af\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u306f\u3044\u308d\u3044\u308d\u8003\u3048\u3089\u308c\u305d\u3046\u3002\uff08\u8981\u7d04\u3068\u3044\u3046\u304b\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u8fd1\u304f\u306a\u3063\u3066\u3044\u304d\u305d\u3046\u306a\u6c17\u3082\u3057\u3064\u3064\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3068\u3044\u3046\u8ad6\u6587\u3082\u51fa\u3066\u3044\u305f\u304c\u3001\u8981\u7d04\u95a2\u9023\u306e\u30bf\u30b9\u30af\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u306f\u3044\u308d\u3044\u308d\u8003\u3048\u3089\u308c\u305d\u3046\u3002\uff08\u8981\u7d04\u3068\u3044\u3046\u304b\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u8fd1\u304f\u306a\u3063\u3066\u3044\u304d\u305d\u3046\u306a\u6c17\u3082\u3057\u3064\u3064\uff09<\/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":[7,263,383,491],"class_list":["post-3839","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-abstractive-summarization","tag-multi-document","tag-summarization","tag-491"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3839","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=3839"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3839\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3839"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3839"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3839"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}