{"id":4243,"date":"2024-01-03T06:32:00","date_gmt":"2024-01-02T21:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4243"},"modified":"2024-01-03T06:32:00","modified_gmt":"2024-01-02T21:32:00","slug":"rethinking-tabular-data-understanding-with-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4243","title":{"rendered":"Rethinking Tabular Data Understanding with Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Rethinking Tabular Data Understanding with Large Language Models\u00a0<\/strong>[39.4]<br>\u672c\u7814\u7a76\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u30c6\u30fc\u30d6\u30eb\u69cb\u9020\u6442\u52d5\u306b\u5bfe\u3059\u308b\u5805\u7262\u6027\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f,\u540c\u3058\u5185\u5bb9\u3092\u793a\u3059\u8868\u306e\u69cb\u9020\u7684\u5dee\u7570\u304c,\u7279\u306b\u8a18\u53f7\u7684\u63a8\u8ad6\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9855\u8457\u306a\u6027\u80fd\u4f4e\u4e0b\u3092\u793a\u3059\u3053\u3068\u3092\u793a\u3057\u305f\u3002 \u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u8a18\u53f7\u7684\u63a8\u8ad6\u7d4c\u8def\u306e\u96c6\u7d04\u306f, \u6df7\u5408\u81ea\u5df1\u6574\u5408\u6a5f\u69cb\u306b\u3088\u3063\u3066\u4fc3\u9032\u3055\u308c, SOTA\u6027\u80fd\u304c73.6%\u5411\u4e0a\u3057, WIKITABLEQUESTIONS\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2312.16702v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2312.16702v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 27 Dec 2023 19:58:52 GMT)<\/li>\n\n\n\n<li>\u7c21\u5358\u305d\u3046\u3067\u610f\u5916\u3068\u96e3\u3057\u3044LLM\u3067\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3068\u304d\u306e\u30c6\u30af\u30cb\u30c3\u30af\u306b\u95a2\u3059\u308b\u5831\u544a\u3002\u6b63\u898f\u5316\u904e\u7a0b\u3067\u306f\u300c\u2018row tables\u2019 with headers in the first column\u300d\u306b\u5909\u63db\u3059\u308b\u3068\u306e\u3053\u3068\u3002\u3053\u3061\u3089\u306e\u5f62\u5f0f\u306e\u307b\u3046\u304c\u51e6\u7406\u3057\u3084\u3059\u3044\u306e\u306f\u7d0d\u5f97\u611f\u304c\u3042\u308b\u3002\u52a0\u3048\u3066Appendices\u304c\u3068\u3066\u3082\u826f\u3044\u3002<\/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":[223,498],"class_list":["post-4243","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-498"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4243","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=4243"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4243\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4243"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4243"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4243"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}