{"id":1654,"date":"2022-03-23T05:00:00","date_gmt":"2022-03-22T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1654"},"modified":"2022-03-23T05:00:00","modified_gmt":"2022-03-22T20:00:00","slug":"reinaretrieving-from-the-training-data-%e5%ad%a6%e7%bf%92%e3%83%87%e3%83%bc%e3%82%bf%e3%81%8b%e3%82%89%e3%81%ae%e6%a4%9c%e7%b4%a2%e3%81%8c%e3%83%a2%e3%83%87%e3%83%ab%e6%80%a7%e8%83%bd%e3%82%92","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1654","title":{"rendered":"REINA(REtrieving from the traINing datA): \u5b66\u7fd2\u30c7\u30fc\u30bf\u304b\u3089\u306e\u691c\u7d22\u304c\u30e2\u30c7\u30eb\u6027\u80fd\u3092\u6539\u5584"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data\u00a0<\/strong>[82.9]<br>\u691c\u7d22\u306b\u57fa\u3065\u304f\u624b\u6cd5\u306f,\u5916\u90e8\u77e5\u8b58\u3092\u5c0e\u5165\u3057\u3066NLP\u30bf\u30b9\u30af\u306b\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002 \u610f\u5916\u306a\u3053\u3068\u306b\u3001Retrieving from the training datA (REINA) \u306f\u8907\u6570\u306eNLG\u304a\u3088\u3073NLU\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u6539\u5584\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u3002 \u5b9f\u9a13\u7d50\u679c\u304b\u3089,\u672c\u624b\u6cd5\u306f\u69d8\u3005\u306aNLU\u30bf\u30b9\u30af\u3084NLG\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066,\u5927\u5e45\u306a\u6027\u80fd\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2203.08773v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2203.08773v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 16 Mar 2022 17:37:27 GMT)<ul><li>\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u5bfe\u8c61\u306b\u691c\u7d22\u7684\u624b\u6cd5\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u3068\u306e\u5831\u544a\uff083\u30da\u30fc\u30b8\u306e\u56f3\u304c\u5206\u304b\u308a\u3084\u3059\u3044\uff09\u3002\u8981\u7d04\u30bf\u30b9\u30af\u3067REINA+BART-base\u304cBART-large\u306b\u5339\u6575\u3068\u306e\u3053\u3068\u3002\u975e\u5e38\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306e\u591a\u3044\u30e2\u30c7\u30eb\u3067\u3042\u3063\u3066\u3082\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u5b8c\u5168\u306b\u899a\u3048\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u30ea\u30de\u30a4\u30f3\u30c9\u7684\u306b\u691c\u7d22\u7d50\u679c\u3092\u3064\u306a\u3052\u308b\u3068\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u306e\u3067\u306f\uff1f\u3068\u3044\u3046\u306e\u304c\u9762\u767d\u3044\u3002<ul><li>\u3068\u306f\u3044\u3048\uff08\u7279\u306b\u6a5f\u68b0\u7ffb\u8a33\u306f\uff09\u5b66\u7fd2\u3057\u305f\u30c9\u30e1\u30a4\u30f3\u306bover fitting\u3057\u305d\u3046\u306a\u4e88\u611f\u304c\u3059\u308b\u3002\u305d\u308c\u306f\u305d\u308c\u3067\u4f7f\u3044\u3069\u3053\u308d\u306f\u3042\u308a\u305d\u3046\u3067\u306f\u3042\u308b\u304c\u3002\u3002\u3002<\/li><\/ul><\/li><\/ul><ul><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/microsoft\/REINA\">GitHub &#8211; microsoft\/REINA<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data\u00a0 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1654\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;REINA(REtrieving from the traINing datA): \u5b66\u7fd2\u30c7\u30fc\u30bf\u304b\u3089\u306e\u691c\u7d22\u304c\u30e2\u30c7\u30eb\u6027\u80fd\u3092\u6539\u5584&#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":[7,634],"class_list":["post-1654","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-abstractive-summarization","tag-634"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1654","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=1654"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1654\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1654"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1654"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1654"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}