{"id":5273,"date":"2024-08-14T04:58:00","date_gmt":"2024-08-13T19:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5273"},"modified":"2024-08-14T04:58:00","modified_gmt":"2024-08-13T19:58:00","slug":"better-alignment-with-instruction-back-and-forth-translation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5273","title":{"rendered":"Better Alignment with Instruction Back-and-Forth Translation\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Better Alignment with Instruction Back-and-Forth Translation\u00a0<\/strong>[120.2]<br>\u672c\u7a3f\u3067\u306f,\u4e16\u754c\u77e5\u8b58\u3092\u57fa\u76e4\u3068\u3057\u305f\u9ad8\u54c1\u8cea\u306a\u5408\u6210\u30c7\u30fc\u30bf\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b,\u30d0\u30c3\u30af\u30fb\u30a2\u30f3\u30c9\u30fb\u30d5\u30a9\u30fc\u30b9\u30fb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3(back-and-forth translation)\u3068\u3044\u3046\u65b0\u305f\u306a\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u30a6\u30a7\u30d6\u30b3\u30fc\u30d1\u30b9\u304b\u3089\u6587\u66f8\u304c\u4e0e\u3048\u3089\u308c\u305f\u5834\u5408\u3001Li\u3089\u306b\u3088\u3063\u3066\u63d0\u6848\u3055\u308c\u305f\u30d0\u30c3\u30af\u30c8\u30e9\u30f3\u30b9\u30ec\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u3092\u7528\u3044\u3066\u5408\u6210\u547d\u4ee4\u3092\u751f\u6210\u3057\u3001\u30ad\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u3002 \u6211\u3005\u306f,Web\u4e0a\u306e\u60c5\u5831\u591a\u69d8\u6027\u3068\u91cf\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089,\u52b9\u679c\u7684\u306a\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u306b\u5fc5\u8981\u306a\u5fdc\u7b54\u306e\u54c1\u8cea\u3092\u78ba\u4fdd\u3057\u306a\u304c\u3089,\u4e21\u4e16\u754c\u306e\u9577\u6240\u3092\u7d44\u307f\u5408\u308f\u3055\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u767a\u898b\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.04614v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.04614v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 08 Aug 2024 17:42:32 GMT)<\/li>\n\n\n\n<li>\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3092\u5bfe\u8c61\u3068\u3057\u305f\u5408\u6210\u30c7\u30fc\u30bf\u69cb\u7bc9<\/li>\n\n\n\n<li>backtranslation\u00a0model\u306e\u69cb\u7bc9\u3001Filtering\u3001Rewriting\u3068\u3044\u3046\u6d41\u308c\u3002\u300cOverall we find that step (3) Rewriting is more effective compared to (2) Filtering, though using both offers complementary performance benefits.\u300d\u3068\u3044\u3046\u306e\u3082\u8208\u5473\u6df1\u3044\u8a18\u8ff0\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":[22,356,390],"class_list":["post-5273","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-alignment","tag-self-x","tag-synthetic-data"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5273","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=5273"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5273\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5273"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5273"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5273"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}