{"id":5890,"date":"2024-12-18T05:43:00","date_gmt":"2024-12-17T20:43:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5890"},"modified":"2024-12-18T05:43:00","modified_gmt":"2024-12-17T20:43:00","slug":"taco-learning-multi-modal-action-models-with-synthetic-chains-of-thought-and-action","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5890","title":{"rendered":"TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-Action"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TACO: Learning Multi-modal Action Models with Synthetic Chains-of-Thought-and-Action\u00a0<\/strong>[103.6]<br>\u8907\u96d1\u30fb\u591a\u6bb5\u968e\u30fb\u591a\u30e2\u30fc\u30c9\u30bf\u30b9\u30af\u306e\u6027\u80fd\u5411\u4e0a\u3092\u76ee\u7684\u3068\u3057\u305f\u591a\u30e2\u30fc\u30c9\u5927\u898f\u6a21\u30a2\u30af\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3067\u3042\u308bTACO\u3092\u63d0\u6848\u3059\u308b\u3002 \u63a8\u8ad6\u4e2d\u3001TACO\u306f\u30c1\u30a7\u30fc\u30f3\u30fb\u30aa\u30d6\u30fb\u30b7\u30f3\u30c8\u30fb\u30a2\u30f3\u30c9\u30fb\u30a2\u30af\u30b7\u30e7\u30f3(CoTA)\u3092\u751f\u6210\u3057\u3001OCR\u3001\u6df1\u3055\u63a8\u5b9a\u3001\u96fb\u5353\u306a\u3069\u306e\u5916\u90e8\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u3067\u4e2d\u9593\u30b9\u30c6\u30c3\u30d7\u3092\u5b9f\u884c\u3059\u308b\u3002 \u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u308a\u3001TACO\u306f\u8907\u96d1\u306a\u63a8\u8ad6\u3068\u30a2\u30af\u30b7\u30e7\u30f3\u30d1\u30b9\u3092\u5b66\u7fd2\u3057\u3001\u76f4\u63a5\u56de\u7b54\u3060\u3051\u3067\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u65e2\u5b58\u306e\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.05479v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.05479v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 07 Dec 2024 00:42:04 GMT)<\/li>\n\n\n\n<li>\u300cOur TACO model is able to output a Chain-of Thought-and-Action (CoTA) and answer challenging questions based on the thoughts and action outputs\u300d\u3068\u3044\u3046\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3002\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306aAction\u4ed8\u304d\u306e\u30e2\u30c7\u30eb\u3002GPT-4o\u306a\u3069\u3092\u4f7f\u3063\u3066\u69cb\u7bc9\u3057\u305f\u5408\u6210\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/taco-project.github.io\/\">TACO<\/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":[8,59,390,524],"class_list":["post-5890","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-action","tag-chain-of-thought","tag-synthetic-data","tag-524"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5890","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=5890"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5890\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5890"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5890"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5890"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}