{"id":7629,"date":"2025-10-31T05:27:00","date_gmt":"2025-10-30T20:27:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7629"},"modified":"2025-10-18T15:53:44","modified_gmt":"2025-10-18T06:53:44","slug":"a-survey-on-parallel-reasoning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7629","title":{"rendered":"A Survey on Parallel Reasoning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey on Parallel Reasoning\u00a0<\/strong>[58.7]<br>\u307e\u305a\u3001\u4e26\u5217\u63a8\u8ad6\u306e\u5f62\u5f0f\u7684\u5b9a\u7fa9\u3092\u793a\u3057\u3001\u305d\u306e\u533a\u5225\u3092Chain-of-Thought\u306e\u3088\u3046\u306a\u95a2\u9023\u3059\u308b\u6982\u5ff5\u3068\u660e\u78ba\u306b\u3059\u308b\u3002 \u6b21\u306b\u3001\u975e\u5bfe\u8a71\u7684\u63a8\u8ad6\u3001\u5bfe\u8a71\u7684\u63a8\u8ad6\u3001\u52b9\u7387\u3092\u91cd\u8996\u3057\u305f\u5fa9\u53f7\u6226\u7565\u3092\u542b\u3080\u3001\u65b0\u3057\u3044\u5206\u985e\u6cd5\u306b\u57fa\u3065\u304f\u9ad8\u5ea6\u306a\u624b\u6cd5\u3092\u7de8\u6210\u3057\u3001\u8b70\u8ad6\u3059\u308b\u3002 \u4e26\u5217\u63a8\u8ad6\u306e\u4e2d\u6838\u7684\u306a\u8ab2\u984c\u3092\u5f37\u8abf\u3057,\u4eca\u5f8c\u306e\u7814\u7a76\u306e\u65b9\u5411\u6027\u3092\u793a\u5506\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.12164v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.12164v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 14 Oct 2025 05:42:19 GMT)<\/li>\n\n\n\n<li>\u300cThe key idea of parallel reasoning is to make multiple attempts in parallel before answering a question and then aggregate the proposed solutions.\u300d\u3068\u3044\u3046parallel reasoning\u306e\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/PPPP-kaqiu\/Awesome-Parallel-Reasoning\">GitHub &#8211; PPPP-kaqiu\/Awesome-Parallel-Reasoning: Awesome-Parallel-Reasoning: Unlocking the reasoning potential of LLMs. Papers, Code, Resources &amp; Survey.<\/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":[705,387],"class_list":["post-7629","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-parallel","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7629","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=7629"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7629\/revisions"}],"predecessor-version":[{"id":7630,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7629\/revisions\/7630"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7629"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7629"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}