{"id":6895,"date":"2025-06-19T05:37:00","date_gmt":"2025-06-18T20:37:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6895"},"modified":"2025-06-07T21:38:55","modified_gmt":"2025-06-07T12:38:55","slug":"finchain-a-symbolic-benchmark-for-verifiable-chain-of-thought-financial-reasoning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6895","title":{"rendered":"FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning\u00a0<\/strong>[43.7]<br>FinChain\u306f\u3001\u691c\u8a3c\u53ef\u80fd\u306aChain-of-Thought(CoT)\u91d1\u878d\u63a8\u8ad6\u306e\u305f\u3081\u306e\u6700\u521d\u306e\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 FinChain\u306f\u30c8\u30d4\u30c3\u30af\u6bce\u306b5\u3064\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u5316\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4e0a\u306730 LLM\u3092\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3059\u308b\u3068\u3001\u6700\u5148\u7aef\u30e2\u30c7\u30eb\u3067\u3055\u3048\u6539\u5584\u306e\u4f59\u5730\u304c\u304b\u306a\u308a\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.02515v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.02515v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 03 Jun 2025 06:44:42 GMT)<\/li>\n\n\n\n<li>\u91d1\u878d\u5206\u91ce\u3001CoT\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u300cWe also introduce ChainEval, a new metric for automatic evaluation of both final answers and intermediate reasoning. Bench- marking 30 LLMs on our dataset, we find that even state-of-the-art models have consider- able room for improvement in multi-step finan- cial reasoning.\u300d\u3068\u63a8\u8ad6\u904e\u7a0b\u3092\u8a55\u4fa1\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3082\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/mbzuai-nlp\/finchain\">GitHub &#8211; mbzuai-nlp\/finchain: A symbolic benchmark for verifiable chain-of-thought financial reasoning. Includes executable templates, 54 topics across 12 domains, and ChainEval metrics.<\/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":[59,517,665],"class_list":["post-6895","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-517","tag-665"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6895","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=6895"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6895\/revisions"}],"predecessor-version":[{"id":6896,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6895\/revisions\/6896"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6895"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6895"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6895"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}