{"id":3407,"date":"2023-06-06T06:24:00","date_gmt":"2023-06-05T21:24:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3407"},"modified":"2023-06-06T06:24:00","modified_gmt":"2023-06-05T21:24:00","slug":"latm-llms-as-tool-makers","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3407","title":{"rendered":"LATM: LLMs As Tool Makers"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Large Language Models as Tool Makers&nbsp;<\/strong>[53.8]<br>\u6211\u3005\u306f,LLM\u304c\u72ec\u81ea\u306e\u518d\u5229\u7528\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b,LLMs As Tool Makers (LATM) \u3068\u547c\u3070\u308c\u308b\u30af\u30ed\u30fc\u30ba\u30c9\u30eb\u30fc\u30d7\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 1) \u30c4\u30fc\u30eb\u4f5c\u6210: LLM\u306f\u4e0e\u3048\u3089\u308c\u305f\u30bf\u30b9\u30af\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30c4\u30fc\u30eb\u30e1\u30fc\u30ab\u30fc\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u305d\u3053\u3067\u30c4\u30fc\u30eb\u306fPython\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u95a2\u6570\u3068\u3057\u3066\u5b9f\u88c5\u3055\u308c\u307e\u3059\u3002 \u6211\u3005\u306f,Big-Bench\u30bf\u30b9\u30af\u3092\u542b\u3080\u69d8\u3005\u306a\u8907\u96d1\u306a\u63a8\u8ad6\u30bf\u30b9\u30af\u306b\u5bfe\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u6709\u52b9\u6027\u3092\u691c\u8a3c\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2305.17126v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2305.17126v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 26 May 2023 17:50:11 GMT)<\/li>\n\n\n\n<li>GPT-4\u3067\u30c4\u30fc\u30eb\u3092\u4f5c\u308aGPT-3.5-turbo\u304c\u5229\u7528\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067GPT-3.5-turbo\u5358\u4f53\u306eCoT\u3092\u5927\u304d\u304f\u8d85\u3048\u305f\u6027\u80fd\u3092\u767a\u63ee\u3057\u3001\u304b\u3064\u30b3\u30b9\u30c8\u3082\u6291\u3048\u3089\u308c\u308b\u3001GPT-4\u3092\u5e38\u306b\u4f7f\u7528\u3059\u308b\u5834\u5408\u306b\u6bd4\u3079\u3066\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u9ad8\u3044\u3068\u3044\u3046\u306e\u304c\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/ctlllll\/LLM-ToolMaker\">GitHub &#8211; ctlllll\/LLM-ToolMaker<\/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-3407","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\/3407","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=3407"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3407\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}