{"id":5498,"date":"2024-09-27T06:14:00","date_gmt":"2024-09-26T21:14:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5498"},"modified":"2024-09-27T06:14:00","modified_gmt":"2024-09-26T21:14:00","slug":"tart-an-open-source-tool-augmented-framework-for-explainable-table-based-reasoning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5498","title":{"rendered":"TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning\u00a0<\/strong>[61.1]<br>\u73fe\u5728\u306eLarge Language Models (LLM) \u306f\u3001\u30c6\u30fc\u30d6\u30eb\u69cb\u9020\u3092\u7406\u89e3\u3057\u3001\u6b63\u78ba\u306a\u6570\u5024\u63a8\u8ad6\u3092\u9069\u7528\u3059\u308b\u80fd\u529b\u306b\u5236\u9650\u304c\u3042\u308b\u3002 LLM\u3068\u7279\u6b8a\u306a\u30c4\u30fc\u30eb\u3092\u7d71\u5408\u3059\u308bTART(Tool-Augmented Reasoning framework for Tables)\u3092\u7d39\u4ecb\u3057\u305f\u3002 TART\u306b\u306f\u3001\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u8868\u73fe\u3092\u4fdd\u8a3c\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u30d5\u30a9\u30fc\u30de\u30c3\u30bf\u30fc\u3001\u7279\u5b9a\u306e\u8a08\u7b97\u30c4\u30fc\u30eb\u3092\u958b\u767a\u3059\u308b\u30c4\u30fc\u30eb\u30e1\u30fc\u30ab\u30fc\u3001\u8aac\u660e\u53ef\u80fd\u6027\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u8aac\u660e\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u306e3\u3064\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.11724v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.11724v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 18 Sep 2024 06:19:59 GMT)<\/li>\n\n\n\n<li>\u8868\u5f62\u5f0f\u3092\u6271\u3046\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u300cTART consists of a table formatter for accurate data representation, a tool maker for creating specialized tools, and an explanation generator maintaining interpretable explanations.\u300d\u3068\u306e\u3053\u3068\u3002\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3082\u8003\u6848\u3057\u3066\u304a\u308a\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/XinyuanLu00\/TART\">GitHub &#8211; XinyuanLu00\/TART: This is the repository for TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning<\/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":[223,393],"class_list":["post-5498","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-table"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5498","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=5498"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5498\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5498"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5498"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}