{"id":3558,"date":"2023-07-17T05:11:00","date_gmt":"2023-07-16T20:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3558"},"modified":"2023-07-17T05:11:00","modified_gmt":"2023-07-16T20:11:00","slug":"a-task-solving-agent-through-multi-persona-self-collaboration","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3558","title":{"rendered":"A Task-Solving Agent through Multi-Persona Self-Collaboration\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration\u00a0<\/strong>[107.5]<br>Solo Performance Prompting (SPP)\u306f\u3001\u8907\u6570\u306e\u30da\u30eb\u30bd\u30ca\u3068\u591a\u30bf\u30fc\u30f3\u306e\u81ea\u5df1\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u3059\u308b\u3053\u3068\u3067\u3001\u5358\u4e00\u306e\u5927\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3092\u8a8d\u77e5\u7684\u30b7\u30ca\u30b8\u30b9\u30c8\u306b\u5909\u63db\u3059\u308b\u3002 LLM\u306b\u8907\u6570\u306e\u304d\u3081\u7d30\u304b\u3044\u30da\u30eb\u30bd\u30ca\u3092\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u5358\u4e00\u307e\u305f\u306f\u56fa\u5b9a\u6570\u306e\u30da\u30eb\u30bd\u30ca\u3088\u308a\u3082\u512a\u308c\u305f\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2307.05300v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2307.05300v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 11 Jul 2023 14:45:19 GMT)<\/li>\n\n\n\n<li>LLM\u3092\u7528\u3044\u308b\u969b\u3001\u30da\u30eb\u30bd\u30ca\u3092\u52d5\u7684\u306b\u4e0e\u3048\u3064\u3064\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3055\u305b\u308b\u3053\u3068\u3067\u6027\u80fd\u304c\u4e0a\u304c\u308b\u3068\u3044\u3046\u5831\u544a\u3002\u300cBased on only a single large language model, SPP enables multi-persona self-collaboration which effectively elicits domain knowledge and reduces hallucination.\u300d\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3068\u3057\u3066\u6709\u540d\u3067\u306f\u3042\u308b\u304c\u304d\u3061\u3093\u3068\u8a55\u4fa1\u3057\u3066\u3044\u3066\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/MikeWangWZHL\/Solo-Performance-Prompting\">GitHub &#8211; MikeWangWZHL\/Solo-Performance-Prompting: Repo for paper &#8220;Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration&#8221;<\/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":[59,223],"class_list":["post-3558","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3558","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=3558"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3558\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3558"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3558"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3558"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}