{"id":5981,"date":"2024-12-31T04:15:00","date_gmt":"2024-12-30T19:15:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5981"},"modified":"2024-12-31T04:15:00","modified_gmt":"2024-12-30T19:15:00","slug":"path-of-thoughts-extracting-and-following-paths-for-robust-relational-reasoning-with-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5981","title":{"rendered":"Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models\u00a0<\/strong>[62.1]<br>\u672c\u7a3f\u3067\u306f,\u95a2\u4fc2\u63a8\u8ad6\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bPath-of-Thoughts(PoT)\u3092\u63d0\u6848\u3059\u308b\u3002 PoT\u306f\u3001\u554f\u984c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u91cd\u8981\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u95a2\u4fc2\u3001\u5c5e\u6027\u3092\u8b58\u5225\u3059\u308b\u30bf\u30b9\u30af\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30b0\u30e9\u30d5\u3092\u52b9\u7387\u7684\u306b\u62bd\u51fa\u3059\u308b\u3002 PoT\u306f\u3001\u63d0\u6848\u3055\u308c\u305f\u8cea\u554f\u306b\u5bfe\u5fdc\u3059\u308b\u30b0\u30e9\u30d5\u5185\u306e\u95a2\u9023\u3059\u308b\u63a8\u8ad6\u9023\u9396\u3092\u7279\u5b9a\u3057\u3001\u6f5c\u5728\u7684\u306a\u7b54\u3048\u306e\u63a8\u8ad6\u3092\u5bb9\u6613\u306b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.17963v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.17963v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 23 Dec 2024 20:27:12 GMT)<\/li>\n\n\n\n<li>\u300cPath-of-Thoughts (PoT), a novel framework that decomposes a relational reasoning task into three stages: graph extraction, path identification, and reasoning.\u300d\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u52b9\u679c\u3092\u78ba\u8a8d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/devneko.jp\/wordpress\/?tag=%e5%bd%a2%e5%bc%8f%e8%a8%80%e8%aa%9e\">\u5f62\u5f0f\u8a00\u8a9e \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb<\/a>\u3068\u3044\u3046\u611f\u3058\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u4f3c\u3066\u3044\u308b\u3088\u3046\u306a\u6c17\u304c\u3057\u306a\u304f\u3082\u306a\u3044\u3002<\/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":[450],"class_list":["post-5981","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-x-of-thought"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5981","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=5981"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5981\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5981"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5981"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5981"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}