{"id":4842,"date":"2024-05-08T06:38:00","date_gmt":"2024-05-07T21:38:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4842"},"modified":"2024-05-08T06:38:00","modified_gmt":"2024-05-07T21:38:00","slug":"the-power-of-question-translation-training-in-multilingual-reasoning-broadened-scope-and-deepened-insights","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4842","title":{"rendered":"The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights\u00a0<\/strong>[108.4]<br>\u672c\u7a3f\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u82f1\u8a9e\u3068\u975e\u82f1\u8a9e\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u305f\u3081\u306e\u8cea\u554f\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u5b9f\u9a13\u7d50\u679c\u304b\u3089,\u8cea\u554f\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u624b\u6cd5\u306f\u591a\u69d8\u306a\u63a8\u8ad6\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u591a\u8a00\u8a9e\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306b\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u305f\u3002 \u305d\u306e\u6210\u529f\u306e\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u8868\u73fe\u7a7a\u9593\u3001\u30c1\u30a7\u30fc\u30f3\u30fb\u30aa\u30d6\u30fb\u30b7\u30f3\u30af\u3001\u7ffb\u8a33\u30c7\u30fc\u30bf\u30b9\u30b1\u30fc\u30eb\u3092\u5206\u6790\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2405.01345v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2405.01345v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 02 May 2024 14:49:50 GMT)<\/li>\n\n\n\n<li>\u591a\u8a00\u8a9e\u6027\u80fd\u3092\u4e0a\u3052\u308b\u305f\u3081\u306e\uff12\u6bb5\u968e\u306e\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u624b\u6cd5\uff08\u00a0question alignment and response alignment\uff09\u306e\u63d0\u6848\u3002\u3055\u3089\u306b\u300cEn-X translation training can implicitly bias LLM to generate non-English chain-of-thought and increase the question-response language consistency.\u300d\u3068\u306e\u3053\u3068\u3002\u5206\u6790\u3084\u89e3\u91c8\u3082\u9762\u767d\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea<a href=\"https:\/\/github.com\/NJUNLP\/QAlign\">\u306fGitHub &#8211; NJUNLP\/QAlign<\/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":[22,223,267],"class_list":["post-4842","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-alignment","tag-llm","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4842","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=4842"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4842\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4842"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4842"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4842"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}