{"id":3402,"date":"2023-06-13T04:57:00","date_gmt":"2023-06-12T19:57:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3402"},"modified":"2023-06-13T04:57:00","modified_gmt":"2023-06-12T19:57:00","slug":"dionysus-dynamic-input-optimization-in-pre-training-for-dialogue-summarization-2","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3402","title":{"rendered":"DIONYSUS: dynamic input optimization in pre-training for dialogue summarization"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization&nbsp;<\/strong>[127.7]<br>DIONYSUS\u306f\u3001\u4efb\u610f\u306e\u65b0\u3057\u3044\u30c9\u30e1\u30a4\u30f3\u3067\u306e\u5bfe\u8a71\u3092\u8981\u7d04\u3059\u308b\u305f\u3081\u306e\u8a13\u7df4\u6e08\u307f\u30a8\u30f3\u30b3\u30fc\u30c0\u30c7\u30b3\u30fc\u30c0\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c,DIONYSUS\u306f6\u3064\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4e0a\u3067\u65e2\u5b58\u306e\u624b\u6cd5\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2212.10018v2\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2212.10018v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 26 May 2023 17:29:01 GMT)<\/li>\n\n\n\n<li>\u5bfe\u8a71\u8981\u7d04\u30e2\u30c7\u30eb\u3092\u30d8\u30eb\u30d1\u30fc\u3068\u3057\u3066\u7528\u3044\u4efb\u610f\u306e\u30c9\u30e1\u30a4\u30f3\u3092\u8981\u7d04\u3067\u304d\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3002\u4e8b\u524d\u5b66\u7fd2\u306b\u7591\u4f3c\u8981\u7d04\u3092\u4f7f\u3046\u304bGap Sentence Generation Plus\u3067\u5f97\u3089\u308c\u305f\u6587\u3092\u4f7f\u3046\u304b\u3092\u9078\u629e\u3057\u3066\u3044\u308b\u70b9\u304c\u7279\u5fb4\u7684\u3002DIONYSUS can be fine-tuned with only 10 examples to outperform vanilla T5 fine-tuning with 1,000 examples.\u3068\u306e\u3053\u3068\u3002\u30d8\u30eb\u30d1\u30fc\u81ea\u4f53\u304c\u304b\u306a\u308a\u5f37\u529b\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308b\u3088\u3046\u306a\u6c17\u3082\u3059\u308b\u3002<\/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":[7,570],"class_list":["post-3402","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-abstractive-summarization","tag-570"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3402","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=3402"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3402\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3402"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3402"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3402"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}