{"id":7331,"date":"2025-09-02T06:09:00","date_gmt":"2025-09-01T21:09:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7331"},"modified":"2025-08-23T21:15:53","modified_gmt":"2025-08-23T12:15:53","slug":"monaco-more-natural-and-complex-questions-for-reasoning-across-dozens-of-documents","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7331","title":{"rendered":"MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents\u00a0<\/strong>[123.1]<br>MoNaCo\u306f\u30011,315\u306e\u81ea\u7136\u3067\u8907\u96d1\u306a\u8cea\u554f\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308a\u3001\u89e3\u6c7a\u306b\u306f\u6570\u5341\u3001\u6570\u767e\u306e\u4e2d\u9593\u30b9\u30c6\u30c3\u30d7\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002 \u6211\u3005\u306e\u7d50\u679c\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u60c5\u5831\u691c\u7d22\u306e\u8907\u96d1\u3055\u3068\u53b3\u5bc6\u3055\u306b\u5bfe\u51e6\u3059\u308b\u63a8\u8ad6\u30e2\u30c7\u30eb\u306e\u5fc5\u8981\u6027\u3092\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.11133v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.11133v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 15 Aug 2025 00:58:10 GMT)<\/li>\n\n\n\n<li>\u300cwe introduce MONACO, a benchmark of 1,315 natural and complex questions that require dozens, and at times hundreds, of intermediate steps to solve \u2014 far more than any existing QA benchmark.\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u69cb\u7bc9\u81ea\u4f53\u304c\u5927\u5909\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u5370\u8c61\u3002<\/li>\n\n\n\n<li>\u7d50\u679c\u3068\u3057\u3066\u306fGPT-5\u3088\u308a\u3082o3\u306e\u6027\u80fd\u306e\u65b9\u304c\u9ad8\u3044\u306e\u304c\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/tomerwolgithub\/monaco\">GitHub &#8211; tomerwolgithub\/monaco: https:\/\/huggingface.co\/datasets\/allenai\/MoNaCo_Benchmark<\/a>\u3001\u30c7\u30fc\u30bf\u306f<a href=\"https:\/\/huggingface.co\/datasets\/allenai\/MoNaCo_Benchmark\">allenai\/MoNaCo_Benchmark \u00b7 Datasets at Hugging Face<\/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":[517],"class_list":["post-7331","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7331","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=7331"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7331\/revisions"}],"predecessor-version":[{"id":7332,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7331\/revisions\/7332"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}