{"id":4062,"date":"2023-11-14T05:23:00","date_gmt":"2023-11-13T20:23:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4062"},"modified":"2023-11-14T05:23:00","modified_gmt":"2023-11-13T20:23:00","slug":"everything-of-thoughts","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4062","title":{"rendered":"Everything of Thoughts"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation\u00a0<\/strong>[42.5]<br>\u52b9\u679c\u7684\u306a\u601d\u8003\u8a2d\u8a08\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u52b9\u7387\u3001\u67d4\u8edf\u6027\u306e3\u3064\u306e\u91cd\u8981\u306a\u89b3\u70b9\u3092\u8003\u616e\u3059\u3079\u304d\u3067\u3042\u308b\u3002 \u6211\u3005\u306f,\u65e2\u5b58\u306e\u601d\u8003\u30d1\u30e9\u30c0\u30a4\u30e0\u306e\u30da\u30f3\u30ed\u30fc\u30ba\u4e09\u89d2\u5f62\u306e\u6cd5\u5247\u306b\u53cd\u3059\u308b,\u601d\u8003\u306e\u3059\u3079\u3066 (XoT) \u3068\u547c\u3070\u308c\u308b\u65b0\u3057\u3044\u601d\u8003\u4fc3\u9032\u624b\u6cd5\u3092\u5c0e\u5165\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2311.04254v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2311.04254v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 7 Nov 2023 12:30:36 GMT)<\/li>\n\n\n\n<li>of thought\u30b7\u30ea\u30fc\u30ba\u30ef\u30a4\u30eb\u30ab\u30fc\u30c9\u306e2\u756a\u76ee\uff08\uff1f\uff09<\/li>\n\n\n\n<li>\u300cXOT leverages pretrained reinforcement learning and Monte Carlo Tree Search (MCTS) to incorporate external domain knowledge into thoughts, thereby enhancing LLMs\u2019 capabilities and enabling them to generalize to unseen problems efficiently.\u300d\u3068\u3044\u3046\u3053\u3068\u3067<a href=\"https:\/\/devneko.jp\/wordpress\/?p=4004\">X-of-Thoughts\u00a0 \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u3068\u3082\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1<\/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":[59,223,313],"class_list":["post-4062","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-llm","tag-prompt"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4062","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=4062"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4062\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4062"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4062"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4062"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}