{"id":5353,"date":"2024-08-29T16:41:54","date_gmt":"2024-08-29T07:41:54","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5353"},"modified":"2024-08-29T16:41:54","modified_gmt":"2024-08-29T07:41:54","slug":"tablebench","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5353","title":{"rendered":"TableBench"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TableBench: A Comprehensive and Complex Benchmark for Table Question Answering\u00a0<\/strong>[33.6]<br>\u672c\u7a3f\u3067\u306f,\u7523\u696d\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u9069\u7528\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u30c6\u30fc\u30d6\u30eb\u8cea\u554f\u5fdc\u7b54\u6a5f\u80fd(TableQA)\u306e4\u5927\u30ab\u30c6\u30b4\u30ea\u306b18\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u542b\u3080,\u5305\u62ec\u7684\u3067\u8907\u96d1\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30afTableBench\u3092\u63d0\u6848\u3059\u308b\u3002 TableBench\u3067\u5b9f\u65bd\u3055\u308c\u305f\u5927\u898f\u6a21\u306a\u5b9f\u9a13\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eLLM\u3068\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u306aLLM\u306e\u4e21\u65b9\u306b\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u8981\u6c42\u3092\u6e80\u305f\u3059\u305f\u3081\u306e\u5927\u304d\u306a\u6539\u5584\u306e\u4f59\u5730\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.09174v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.09174v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 17 Aug 2024 11:40:10 GMT)<\/li>\n\n\n\n<li>TableQA\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u69d8\u3005\u306a\u624b\u6cd5\u3001fine tuning\u30d9\u30fc\u30b9\u306e\u624b\u6cd5\u306a\u3069\u8a55\u4fa1\u304c\u3057\u3063\u304b\u308a\u3068\u884c\u308f\u308c\u3066\u53c2\u8003\u306b\u306a\u308b\u3002Textual Chain of Thought (TCoT), Symbolic Chain of Thought (SCoT), Program of Thought (PoT)\u306e\u5404\u30e2\u30c7\u30eb\u3078\u306e\u5f71\u97ff\u304c\u9762\u767d\u304f\u3001GPT-4 turbo\u306b\u306f\u6709\u52b9\u3060\u304c\u3001GPT-4o\u3060\u3068\u9006\u52b9\u679c\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u5168\u4f53\u7684\u306b\u307e\u3060\u4eba\u9593\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u306f\u53ca\u3093\u3067\u3044\u306a\u3055\u305d\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/tablebench.github.io\/\">TableBench Homepage<\/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":[393,517],"class_list":["post-5353","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-table","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5353","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=5353"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5353\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5353"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5353"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}