{"id":4021,"date":"2023-11-06T06:41:00","date_gmt":"2023-11-05T21:41:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4021"},"modified":"2023-11-06T06:41:00","modified_gmt":"2023-11-05T21:41:00","slug":"multilingual-mathematical-reasoning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4021","title":{"rendered":"Multilingual Mathematical Reasoning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations\u00a0<\/strong>[98.2]<br>\u672c\u7a3f\u3067\u306f, \u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u6570\u5b66\u63a8\u8ad6 (xMR) LLM \u306e\u63a2\u7d22\u3068\u5b66\u7fd2\u306e\u5148\u99c6\u8005\u3067\u3042\u308b\u3002 \u7ffb\u8a33\u3092\u5229\u7528\u3057\u3066,\u6700\u521d\u306e\u591a\u8a00\u8a9e\u6570\u5b66\u63a8\u8ad6\u547d\u4ee4\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8MGSM8KInstruct\u3092\u69cb\u7bc9\u3057\u305f\u3002 \u6211\u3005\u306f\u3001MathOctopus\u3068\u3044\u3046\u540d\u306e\u5f37\u529b\u306axMR LLM\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u7570\u306a\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6226\u7565\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2310.20246v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2310.20246v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 1 Nov 2023 06:56:14 GMT)<\/li>\n\n\n\n<li>\u591a\u8a00\u8a9e\u7248GSM8K\u306eMGSM8KInstruct\u3001\u540c\u591a\u8a00\u8a9e\u7248SVAMP\u00a0\u306aMSVAMP\u306e\u4f5c\u6210\u3068\u591a\u8a00\u8a9e\u3067\u6570\u5b66\u7684\u554f\u984c\u304c\u6271\u3048\u308bMathOctopus\u306e\u63d0\u6848\u3002\u65e5\u672c\u8a9e\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u304c\u3046\u308c\u3057\u3044\u3002\u00a0\u00a0rejection sampling\u3092\u884c\u3046RFT\u306e\u591a\u8a00\u8a9e\u7248\u3001Multilingual Rejection Sampling Fine-tuning (xRFT)\u304c\u6709\u52b9\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/mathoctopus.github.io\/\">MathOctopus | Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations<\/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":[223,267,589],"class_list":["post-4021","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-multilingual","tag-589"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4021","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=4021"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4021\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4021"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4021"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4021"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}