{"id":6114,"date":"2025-01-28T04:49:00","date_gmt":"2025-01-27T19:49:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6114"},"modified":"2025-01-28T04:49:00","modified_gmt":"2025-01-27T19:49:00","slug":"chain-of-reasoning-towards-unified-mathematical-reasoning-in-large-language-models-via-a-multi-paradigm-perspective","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6114","title":{"rendered":"Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective\u00a0<\/strong>[90.9]<br>CoR(Chain-of-Reasoning)\u306f\u3001\u8907\u6570\u306e\u63a8\u8ad6\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u7d71\u5408\u3059\u308b\u65b0\u3057\u3044\u7d71\u5408\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 CoR\u306f\u7570\u306a\u308b\u63a8\u8ad6\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u7528\u3044\u3066\u8907\u6570\u306e\u6f5c\u5728\u7684\u306a\u7b54\u3048\u3092\u751f\u6210\u3057\u3001\u305d\u308c\u3089\u3092\u30b3\u30d2\u30fc\u30ec\u30f3\u30c8\u306a\u6700\u7d42\u89e3\u3078\u3068\u5408\u6210\u3059\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c,CoR-Math-7B\u306f\u73fe\u5728\u306eSOTA\u30e2\u30c7\u30eb\u3088\u308a\u6709\u610f\u306b\u512a\u308c\u3066\u3044\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.11110v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.11110v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 19 Jan 2025 16:53:26 GMT)<\/li>\n\n\n\n<li>\u300cwe introduce Chain-of-Reasoning (CoR), a novel unified framework that integrates multiple reasoning paradigms\u2014Natural Language Reasoning (NLR), Algorithmic Reasoning (AR), and Symbolic Reasoning (SR)\u2014to enable synergistic collaboration.\u300d\u3068\u306e\u3053\u3068\u3002LRM\u3068\u3057\u3066\u69cb\u7bc9\u3057\u3066\u3044\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3060\u304c\u3001Agentic\u306b\u4f7f\u3063\u305f\u5834\u5408\u3068\u306e\u6027\u80fd\u5dee\u3092\u3057\u308a\u305f\u3044\u3068\u3053\u308d\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":[60,232,390],"class_list":["post-6114","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain","tag-lrm","tag-synthetic-data"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6114","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=6114"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6114\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6114"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6114"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6114"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}