{"id":4981,"date":"2024-06-11T04:25:00","date_gmt":"2024-06-10T19:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4981"},"modified":"2024-06-11T04:25:00","modified_gmt":"2024-06-10T19:25:00","slug":"buffer-of-thoughts-chain-of-agents","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4981","title":{"rendered":"Buffer of Thoughts, Chain of Agents"},"content":{"rendered":"\n<p>\u306a\u3093\u3068\u304b of Thoughts\u3001Chain of \u306a\u3093\u3068\u304b\u3068\u3044\u3046\u30bf\u30a4\u30d7\u306e\u6539\u5584\u624b\u6cd5\u63d0\u6848\u306f\u591a\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models\u00a0<\/strong>[65.5]<br>Buffer of Thoughts (BoT) \u306f\u3001\u65ac\u65b0\u3067\u591a\u76ee\u7684\u306a\u601d\u8003\u88dc\u8db3\u7684\u63a8\u8ad6\u624b\u6cd5\u3067\u3042\u308b\u3002 \u305d\u3053\u3067\u6211\u3005\u306f\u30e1\u30bf\u30d0\u30c3\u30d5\u30a1\u30fc\u3092\u63d0\u6848\u3057,\u4e00\u9023\u306e\u60c5\u5831\u7684\u9ad8\u30ec\u30d9\u30eb\u306e\u601d\u8003\u3092\u8a18\u61b6\u3059\u308b\u3002 \u5404\u554f\u984c\u306b\u5bfe\u3057\u3066\u3001\u95a2\u9023\u3059\u308b\u601d\u8003\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u691c\u7d22\u3057\u3001\u7279\u5b9a\u306e\u63a8\u8ad6\u69cb\u9020\u3067\u9069\u5fdc\u7684\u306b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5316\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.04271v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.04271v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 06 Jun 2024 17:22:08 GMT)<\/li>\n\n\n\n<li>\u30e1\u30bf\u30d0\u30c3\u30d5\u30a1\u306b\u3042\u308bThought template\u00a0\u3092\u4f7f\u7528\u3057\u306a\u304c\u3089\u6df1\u304f\u8a66\u884c\u3057\u3066\u3044\u304f\u624b\u6cd5\u306e\u63d0\u6848\u3002ToT\u306a\u3069\u3092\u4e0a\u56de\u308b\u6027\u80fd\u3092\u4e3b\u5f35\u3002\u30e1\u30bf\u30d0\u30c3\u30d5\u30a1\u81ea\u4f53\u3092\u66f4\u65b0\u3057\u3066\u3044\u304f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u8a55\u4fa1\u304c\u96e3\u3057\u305d\u3046\u306a\u6c17\u304c\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/YangLing0818\/buffer-of-thought-llm\">GitHub &#8211; YangLing0818\/buffer-of-thought-llm: Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Chain of Agents: Large Language Models Collaborating on Long-Context Tasks\u00a0<\/strong>[39.3]<br>CoA(Chain-of-Agents)\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5229\u7528\u3057\u3066\u3001\u60c5\u5831\u96c6\u7d04\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u63a8\u8ad6\u3092\u53ef\u80fd\u306b\u3059\u308b\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 CoA\u306f\u8aad\u307f\u51fa\u3057\u3068\u63a8\u8ad6\u3092\u30a4\u30f3\u30bf\u30fc\u30ea\u30fc\u30d6\u3059\u308b\u3053\u3068\u3067\u5165\u529b\u5168\u4f53\u3092\u51e6\u7406\u3057\u3001\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u77ed\u3044\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067\u3001\u9577\u3044\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u30d5\u30a9\u30fc\u30ab\u30b9\u554f\u984c\u3092\u8efd\u6e1b\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.02818v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.02818v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 04 Jun 2024 23:36:08 GMT)<\/li>\n\n\n\n<li>\u4e3b\u306b\u9577\u3044\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u554f\u984c\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u9577\u3044\u30c7\u30fc\u30bf\u3092\u30c1\u30e3\u30f3\u30af\u306b\u5206\u3051\u30ef\u30fc\u30ab\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u51e6\u7406\u3055\u305b\uff08\u30b7\u30fc\u30b1\u30f3\u30b7\u30e3\u30eb\u306a\u901a\u4fe1\u3092\u542b\u3080\uff09\u3001\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u53d6\u308a\u307e\u3068\u3081\u308b\u3088\u3046\u306a\u52d5\u4f5c\u3002\u3088\u304f\u4f7f\u308f\u308c\u308bRAG\u3088\u308a\u9ad8\u6027\u80fd\u3067\u3042\u308b\u3068\u306e\u3053\u3068\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u306a\u3093\u3068\u304b of Thoughts\u3001Chain of \u306a\u3093\u3068\u304b\u3068\u3044\u3046\u30bf\u30a4\u30d7\u306e\u6539\u5584\u624b\u6cd5\u63d0\u6848\u306f\u591a\u3044\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[60,223,450],"class_list":["post-4981","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain","tag-llm","tag-x-of-thought"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4981","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=4981"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4981\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4981"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4981"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4981"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}