{"id":4516,"date":"2024-03-07T05:08:00","date_gmt":"2024-03-06T20:08:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4516"},"modified":"2024-03-07T05:08:00","modified_gmt":"2024-03-06T20:08:00","slug":"beyond-natural-language-llms-leveraging-alternative-formats-for-enhanced-reasoning-and-communication","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4516","title":{"rendered":"Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication\u00a0<\/strong>[82.8]<br>\u81ea\u7136\u8a00\u8a9e(NL)\u306f\u9577\u5e74\u3001\u4eba\u9593\u306e\u8a8d\u77e5\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e3b\u8981\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u3042\u3063\u305f\u3002 \u672c\u7814\u7a76\u3067\u306f,\u7570\u306a\u308b\u6587\u8108\u306b\u304a\u3051\u308b\u975eNL\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u6709\u7528\u6027\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u3067,NL\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u5229\u7528\u306b\u6311\u6226\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.18439v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.18439v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 28 Feb 2024 16:07:54 GMT)<\/li>\n\n\n\n<li>LLM\u3078\u306e\u6307\u793a\u3084LLM\u9593\u306e\u901a\u4fe1\u3067\u81ea\u7136\u8a00\u8a9e\u3088\u308a\u512a\u308c\u305f\u65b9\u5f0f\u3092\u691c\u8a0e\u3057\u305f\u8ad6\u6587\u3002AutoForm (Autonomously-Decided Format)\u3068\u3044\u3046\u624b\u6cd5\u3067\u81ea\u7136\u8a00\u8a9e\u3067\u306f\u306a\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u5f62\u5f0f\u3092\u4f7f\u3046\u3068\u512a\u308c\u305f\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3068\u306e\u3053\u3068\u3002\u307e\u305f\u3001Agent\u9593\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u30c8\u30fc\u30af\u30f3\u6570\u304c\u6e1b\u3063\u3066\u52b9\u7387\u7684\u306b\u306a\u308b\u3068\u3044\u3046\u7d50\u679c\u3002\u300cWe also find that the communication formats generated by LLMs resemble traditional ACLs, offering both precision and efficiency\u300d\uff08\u3053\u3053\u3067\u306eACL\u306fAgent Communication Languages\uff09\u3068\u3044\u3046\u306e\u3082\u975e\u5e38\u306b\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/thunlp\/AutoForm\">thunlp\/AutoForm: Code for paper &#8220;Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication&#8221; (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":[223],"class_list":["post-4516","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4516","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=4516"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4516\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4516"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4516"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}