{"id":6344,"date":"2025-03-04T06:26:00","date_gmt":"2025-03-03T21:26:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6344"},"modified":"2025-03-04T06:26:00","modified_gmt":"2025-03-03T21:26:00","slug":"chain-of-draft-thinking-faster-by-writing-less","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6344","title":{"rendered":"Chain of Draft, Tree-of-Debate"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Chain of Draft: Thinking Faster by Writing Less&nbsp;<\/strong>[37.5]<br>Chain of Draft (CoD)\u306f\u3001\u4eba\u9593\u306e\u8a8d\u77e5\u30d7\u30ed\u30bb\u30b9\u306b\u30a4\u30f3\u30b9\u30d1\u30a4\u30a2\u3055\u308c\u305f\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u3042\u308b\u3002 CoD \u306fChain-of-Thought (CoT) \u3068\u7cbe\u5ea6\u3067\u4e00\u81f4\u3057\u3001\u30c8\u30fc\u30af\u30f3\u306e7.6%\u3057\u304b\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2502.18600v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2502.18600v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 25 Feb 2025 19:36:06 GMT)<\/li>\n\n\n\n<li>Chain of \u3007\u3007\u3001Chain of Draft\u306e\u63d0\u6848\u3002\u63a8\u8ad6\u30b9\u30c6\u30c3\u30d7\u306e\u30ef\u30fc\u30c9\uff08\u30c8\u30fc\u30af\u30f3\uff09\u6570\u3092\u9650\u5b9a\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1<\/li>\n\n\n\n<li>\u300cIn CoD, we also asked the model to think step by step. However, the model is asked to limit each reasoning step to five words at most.\u300d\u3068\u3053\u308c\u3067\u3046\u307e\u304f\u3044\u304f\u3082\u306f\u9762\u767d\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis\u00a0<\/strong>[27.7]<br>\u672c\u7a3f\u3067\u306f,\u79d1\u5b66\u8ad6\u6587\u3092\u305d\u308c\u305e\u308c\u306e\u65b0\u5947\u6027\u3092\u8b70\u8ad6\u3059\u308b\u30da\u30eb\u30bd\u30ca\u306b\u5909\u63db\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bTree-of-Debate(ToD)\u3092\u7d39\u4ecb\u3059\u308b\u3002 ToD\u306f\u8b70\u8ad6\u30c4\u30ea\u30fc\u3092\u52d5\u7684\u306b\u69cb\u7bc9\u3057\u3001\u5b66\u8853\u8ad6\u6587\u306e\u4e2d\u3067\u72ec\u7acb\u3057\u305f\u65b0\u898f\u6027\u8b70\u8ad6\u306e\u304d\u3081\u7d30\u304b\u3044\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2502.14767v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2502.14767v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 20 Feb 2025 17:43:40 GMT)<\/li>\n\n\n\n<li>\u3053\u3061\u3089\u306fTree of \u3007\u3007\u3002\u300cTREE-OF-DEBATE, a structured approach that models papers as personas engaging in a debate to extract their key similarities and differences.\u300d<\/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],"class_list":["post-6344","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6344","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=6344"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6344\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6344"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6344"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6344"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}