{"id":4318,"date":"2024-01-23T06:44:00","date_gmt":"2024-01-22T21:44:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4318"},"modified":"2024-01-23T06:44:00","modified_gmt":"2024-01-22T21:44:00","slug":"question-translation-training-for-better-multilingual-reasoning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4318","title":{"rendered":"Question Translation Training for Better Multilingual Reasoning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Question Translation Training for Better Multilingual Reasoning\u00a0<\/strong>[113.5]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u63a8\u8ad6\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9b45\u529b\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3059\u304c\u3001\u82f1\u8a9e\u4ee5\u5916\u306e\u8a00\u8a9e\u3067\u306f\u3088\u308a\u60aa\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3059\u50be\u5411\u304c\u3042\u308b\u3002 \u5178\u578b\u7684\u306a\u89e3\u6c7a\u7b56\u306f\u3001\u547d\u4ee4\u30c7\u30fc\u30bf\u3092\u8208\u5473\u306e\u3042\u308b\u3059\u3079\u3066\u306e\u8a00\u8a9e\u306b\u7ffb\u8a33\u3057\u3001\u7d50\u679c\u306e\u591a\u8a00\u8a9e\u30c7\u30fc\u30bf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u8cea\u554f\u306e\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u306f\u3001\u7ffb\u8a33\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1\u3088\u308a\u3082\u4e00\u8cab\u3057\u305f\u6539\u5584\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.07817v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.07817v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 15 Jan 2024 16:39:10 GMT)<\/li>\n\n\n\n<li>\u591a\u8a00\u8a9e\u74b0\u5883\u3067LLM\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u4e0a\u3052\u308b\u305f\u3081\u5358\u7d14\u306b\u7ffb\u8a33\u30c7\u30fc\u30bf\u3092\u4f7f\u3046\u306e\u3067\u306f\u306a\u304f\u3001Stage I: Question Alignment\uff08\u8cea\u554f\u3092\u82f1\u8a9e\u306b\u7ffb\u8a33\u3059\u308b\u30bf\u30b9\u30af\uff09\u3001Stage II: Response Alignment\uff08\u82f1\u8a9e\u307e\u305f\u306f\u6df7\u5408\u306e\u8cea\u554f\u56de\u7b54\u30da\u30a2\u3067\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u306e\uff12\u30b9\u30c6\u30fc\u30b8\u69cb\u6210\u3092\u63d0\u6848\u3002\u300cQuestion alignment stage enables LLM\u2019s proficiency in English to be transferred to nonEnglish tasks.\u300d\u3068\u3042\u3063\u3066\u9762\u767d\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/NJUNLP\/QAlign\">NJUNLP\/QAlign (github.com)<\/a><\/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":[223,267],"class_list":["post-4318","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4318","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=4318"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4318\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4318"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4318"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}