{"id":4746,"date":"2024-04-19T05:45:00","date_gmt":"2024-04-18T20:45:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4746"},"modified":"2024-04-19T05:45:00","modified_gmt":"2024-04-18T20:45:00","slug":"rot-enhancing-large-language-models-with-reflection-on-search-trees","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4746","title":{"rendered":"RoT: Enhancing Large Language Models with Reflection on Search Trees\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>RoT: Enhancing Large Language Models with Reflection on Search Trees\u00a0<\/strong>[39.6]<br>\u672c\u7a3f\u3067\u306f,\u6728\u63a2\u7d22\u306b\u57fa\u3065\u304f\u30d7\u30ed\u30f3\u30d7\u30c8\u624b\u6cd5\u306e\u6027\u80fd\u5411\u4e0a\u3092\u76ee\u7684\u3068\u3057\u305fLLM\u30ea\u30d5\u30ec\u30af\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u30ea\u30d5\u30ec\u30af\u30b7\u30e7\u30f3\u30fb\u30aa\u30f3\u30fb\u30b5\u30fc\u30c1\u30fb\u30c4\u30ea\u30fc(RoT)\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002 \u5f37\u529b\u306aLLM\u3092\u4f7f\u7528\u3057\u3066\u3001\u4ee5\u524d\u306e\u6728\u63a2\u7d22\u7d4c\u9a13\u304b\u3089\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u8981\u7d04\u3057\u3001\u5f31\u3044LLM\u306e\u80fd\u529b\u3092\u9ad8\u3081\u308b\u3002 \u672c\u7a3f\u3067\u306f,RoT\u304c\u3088\u308a\u5177\u4f53\u7684\u3067\u610f\u5473\u306e\u3042\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u751f\u6210\u3059\u308b\u306e\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b,\u6b74\u53f2\u7684\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u304b\u3089\u91cd\u8981\u306a\u60c5\u5831\u3092\u8b58\u5225\u3059\u308b\u65b0\u3057\u3044\u72b6\u614b\u9078\u629e\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2404.05449v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2404.05449v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 08 Apr 2024 12:31:23 GMT)<\/li>\n\n\n\n<li>x-of-thought\u306eT\u3067\u306f\u306a\u3044\u304c\u3001\u985e\u3059\u308b\u3082\u306e\u3092\u6539\u5584\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u9762\u767d\u304f\u5b9f\u7528\u6027\u306f\u3042\u308b\u304b\u3082\u3060\u304c\u3001\u516c\u5e73\u306a\u6bd4\u8f03\u306b\u306a\u3063\u3066\u308b\u306e\u304b\u306f\u3084\u3084\u7591\u554f\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/huiwy\/reflection-on-trees\">huiwy\/reflection-on-trees (github.com)<\/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":[60,450],"class_list":["post-4746","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain","tag-x-of-thought"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4746","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=4746"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4746\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4746"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4746"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4746"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}