{"id":5777,"date":"2024-11-18T06:01:00","date_gmt":"2024-11-17T21:01:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5777"},"modified":"2024-11-18T06:01:00","modified_gmt":"2024-11-17T21:01:00","slug":"tree-of-table-unleashing-the-power-of-llms-for-enhanced-large-scale-table-understanding","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5777","title":{"rendered":"Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding\u00a0<\/strong>[42.8]<br>\u30c8\u30ec\u30fc\u30fb\u30aa\u30d6\u30fb\u30bf\u30d6\u30eb(Tree-of-Table)\u306f\u3001LLM\u304c\u5927\u898f\u6a21\u3067\u8907\u96d1\u306a\u30c6\u30fc\u30d6\u30eb\u4e0a\u3067\u306e\u63a8\u8ad6\u80fd\u529b\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u3002 Tree-of-Table\u306f\u512a\u308c\u305f\u6027\u80fd\u3092\u6301\u3064\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u30bb\u30c3\u30c8\u3057\u3001\u5927\u898f\u6a21\u30c6\u30fc\u30d6\u30eb\u63a8\u8ad6\u306b\u304a\u3051\u308b\u9855\u8457\u306a\u52b9\u7387\u6027\u3068\u4e00\u822c\u5316\u80fd\u529b\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2411.08516v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.08516v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 13 Nov 2024 11:02:04 GMT)<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u306a\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u3092\u63a8\u8ad6\u3059\u308b\u305f\u3081\u306b\u6728\u69cb\u9020\u3092\u7528\u3044\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u63d0\u6848<\/li>\n\n\n\n<li>\u300cStarting with a large-scale input table, the process selectively condenses the data, emphasizing task-relevant information. Subsequently, the decomposed elements are methodically reorganized into a Table-Tree, a hierarchical structure designed to streamline and guide the subsequent reasoning process.\u300d\u3068\u3044\u3046\u3053\u3068\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u30d9\u30fc\u30b9\u3067\u53ef\u80fd\u306a\u306e\u3082\u51c4\u3044\u306a\u3068\u601d\u3046\u3002\u52b9\u679c\u306f\u3042\u308a\u305d\u3046\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":[223,393,498],"class_list":["post-5777","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-table","tag-498"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5777","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=5777"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5777\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5777"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5777"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5777"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}