{"id":7149,"date":"2025-07-29T04:05:00","date_gmt":"2025-07-28T19:05:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7149"},"modified":"2025-07-20T16:06:57","modified_gmt":"2025-07-20T07:06:57","slug":"a-survey-on-mllm-based-visually-rich-document-understanding-methods-challenges-and-emerging-trends","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7149","title":{"rendered":"A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends\u00a0<\/strong>[11.4]<br>Visually-Rich Document Understanding (VRDU)\u306f\u3001\u8907\u96d1\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u60c5\u5831\u3092\u542b\u3080\u6587\u66f8\u3092\u81ea\u52d5\u7684\u306b\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u91cd\u8981\u306a\u5206\u91ce\u3068\u3057\u3066\u767b\u5834\u3057\u305f\u3002 \u3053\u306e\u8abf\u67fb\u306fMLLM\u30d9\u30fc\u30b9\u306eVRDU\u306e\u6700\u8fd1\u306e\u9032\u6b69\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u30013\u3064\u306e\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u5f37\u8abf\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.09861v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.09861v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 14 Jul 2025 02:10:31 GMT)<\/li>\n\n\n\n<li>\u56f3\u3084\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u53d6\u308a\u6271\u3044\u3092\u542b\u3080Document Understanding\u306e\u30b5\u30fc\u30d9\u30a4<\/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":[117,251,387],"class_list":["post-7149","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-document-understanding","tag-mllm","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7149","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=7149"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7149\/revisions"}],"predecessor-version":[{"id":7150,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7149\/revisions\/7150"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7149"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}