{"id":7702,"date":"2025-11-13T05:08:00","date_gmt":"2025-11-12T20:08:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7702"},"modified":"2025-11-02T11:22:50","modified_gmt":"2025-11-02T02:22:50","slug":"omnilayout-enabling-coarse-to-fine-learning-with-llms-for-universal-document-layout-generation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7702","title":{"rendered":"OmniLayout: Enabling Coarse-to-Fine Learning with LLMs for Universal Document Layout Generation"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>OmniLayout: Enabling Coarse-to-Fine Learning with LLMs for Universal Document Layout Generation\u00a0<\/strong>[39.3]<br>Omni-1M\u306f\u3001\u6587\u66f8\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u6700\u521d\u306e100\u4e07\u30b9\u30b1\u30fc\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308b\u3002 2\u6bb5\u968e\u5b66\u7fd2\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u8a2d\u8a08\u3057\u305f0.5B\u30e2\u30c7\u30eb\u3067\u3042\u308bOmni-LLM\u3092\u7d39\u4ecb\u3059\u308b\u3002 \u79c1\u305f\u3061\u306e\u30b3\u30fc\u30c9\u3001\u30e2\u30c7\u30eb\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u516c\u958b\u3055\u308c\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.26213v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.26213v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 30 Oct 2025 07:39:54 GMT)<\/li>\n\n\n\n<li>\u6587\u66f8\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8OmniLayout-1M\u53ca\u3073OmniLayout-LLM\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u300cOur code, models, and dataset will be publicly released.\u300d\u3068\u306e\u3053\u3068<\/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":[117,491],"class_list":["post-7702","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-document-understanding","tag-491"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7702","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=7702"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7702\/revisions"}],"predecessor-version":[{"id":7703,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7702\/revisions\/7703"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7702"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7702"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7702"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}