{"id":4260,"date":"2024-01-09T03:33:00","date_gmt":"2024-01-08T18:33:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4260"},"modified":"2024-01-09T03:33:00","modified_gmt":"2024-01-08T18:33:00","slug":"self-contrast","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4260","title":{"rendered":"Self-Contrast"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives\u00a0<\/strong>[48.2]<br>\u7814\u7a76\u306b\u3088\u308b\u3068\u3001\u5916\u90e8\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304c\u306a\u3051\u308c\u3070\u3001Large Language Model\u306e\u672c\u8cea\u7684\u306a\u30ea\u30d5\u30ec\u30af\u30b7\u30e7\u30f3\u306f\u4e0d\u5b89\u5b9a\u3067\u3042\u308b\u3002 \u6211\u3005\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u91cd\u8981\u306a\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306f\u81ea\u5df1\u8a55\u4fa1\u3055\u308c\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u54c1\u8cea\u3067\u3042\u308b\u3002 \u8981\u6c42\u306b\u5408\u308f\u305b\u3066\u69d8\u3005\u306a\u89e3\u6c7a\u306e\u89b3\u70b9\u3092\u9069\u5fdc\u7684\u306b\u63a2\u6c42\u3057\u3001\u76f8\u9055\u70b9\u3092\u5bfe\u6bd4\u3057\u3001\u3053\u308c\u3089\u306e\u76f8\u9055\u70b9\u3092\u518d\u691c\u8a0e\u3057\u3001\u76f8\u9055\u70b9\u3092\u6392\u9664\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306b\u307e\u3068\u3081\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.02009v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.02009v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 4 Jan 2024 00:32:33 GMT)<\/li>\n\n\n\n<li>Self-verification\u7cfb\u306e\u624b\u6cd5\u3060\u304c\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3092\u7528\u3044\u308b\u70b9\u304c\u7279\u5fb4\u7684\u3002\u3088\u304f\u8a00\u308f\u308c\u3066\u3044\u308b\u300cThe aforementioned experiments indicate that feedback generated by the self-evaluate process is either<strong> highly random or excessively confident<\/strong>.\u300d\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u300cWe <strong>abstract insightful checklists<\/strong> from these pairwise contrastive differences and then use them to resolve the inconsistencies across various perspectives for a consensus.\u300d\u3068\u3044\u3046\u624b\u9806\u3092\u3068\u308b\u3002<\/li>\n\n\n\n<li>\u591a\u304f\u306e\u95a2\u9023\u7814\u7a76\u304c\u3042\u308b\u5206\u91ce\u3060\u304c\u3001\u591a\u7a2e\u306e\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u3082\u512a\u308c\u3066\u3044\u305f\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u3059\u3054\u304f\u30b3\u30b9\u30c8\u3092\u304b\u3051\u3066\u3082\u3088\u3044\u72b6\u6cc1\u4e0b\u306e\u4eba\u3063\u307d\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u8208\u5473\u6df1\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":[223,314],"class_list":["post-4260","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-prompting"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4260","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=4260"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4260\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4260"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4260"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4260"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}