{"id":3694,"date":"2023-08-22T05:50:00","date_gmt":"2023-08-21T20:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3694"},"modified":"2023-08-22T05:50:00","modified_gmt":"2023-08-21T20:50:00","slug":"self-alignment-with-instruction-backtranslation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3694","title":{"rendered":"Self-Alignment with Instruction Backtranslation"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Self-Alignment with Instruction Backtranslation&nbsp;<\/strong>[133.1]<br>\u672c\u7a3f\u3067\u306f,\u4eba\u6587\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u547d\u4ee4\u3092\u81ea\u52d5\u30e9\u30d9\u30eb\u4ed8\u3051\u3059\u308b\u3053\u3068\u3067,\u9ad8\u54c1\u8cea\u306a\u547d\u4ee4\u5f93\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u6211\u3005\u306e\u624b\u6cd5\u306f\u547d\u4ee4\u30d0\u30c3\u30af\u30c8\u30e9\u30f3\u30b9\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u547c\u3070\u308c\u3001\u5c11\u91cf\u306e\u30b7\u30fc\u30c9\u30c7\u30fc\u30bf\u3068\u4e0e\u3048\u3089\u308c\u305fWeb\u30b3\u30fc\u30d1\u30b9\u306b\u57fa\u3065\u3044\u3066\u5fae\u8abf\u6574\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2308.06259v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2308.06259v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 11 Aug 2023 17:47:54 GMT)<\/li>\n\n\n\n<li>unlabeled\u306a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3002\u8003\u3048\u65b9\u3068\u3057\u3066\u306f\u6a5f\u68b0\u7ffb\u8a33\u306b\u304a\u3051\u308bBack translation\u306b\u8fd1\u304f\u300cSelf-augment: unlabeled\u306a\u30c7\u30fc\u30bf\u304b\u3089(instruction, output)\u30da\u30a2\u3092\u4f5c\u6210\u300d\u300cSelf-curate: fine tune\u7528\u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u3092\u9078\u629e\u300d\u304b\u3089\u306a\u308b\u3002<\/li>\n\n\n\n<li>\u7d50\u679c\u5f97\u3089\u308c\u305f\u30e2\u30c7\u30eb\u306f Alpaca leaderboard\u3067\u4ed6\u30e2\u30c7\u30eb\uff08ChatGPT, GPT-4\u306a\u3069\uff09\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30e2\u30c7\u30eb\u3092outperform\u3057\u305f\u3068\u306e\u3053\u3068\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":[43,223],"class_list":["post-3694","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-back-translation","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3694","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=3694"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3694\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3694"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3694"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3694"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}