{"id":5402,"date":"2024-09-10T02:41:00","date_gmt":"2024-09-09T17:41:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5402"},"modified":"2024-09-10T02:41:00","modified_gmt":"2024-09-09T17:41:00","slug":"mplug-docowl2-high-resolution-compressing-for-ocr-free-multi-page-document-understanding","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5402","title":{"rendered":"mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding\u00a0<\/strong>[103.1]<br>\u672c\u7a3f\u3067\u306f,\u9ad8\u89e3\u50cf\u5ea6\u6587\u66f8\u753b\u50cf\u3092324\u500b\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5727\u7e2e\u3059\u308b\u9ad8\u89e3\u50cf\u5ea6DocCompressor\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u63d0\u6848\u3059\u308b\u3002 DocOwl2\u306f\u3001\u30de\u30eb\u30c1\u30da\u30fc\u30b8\u6587\u66f8\u7406\u89e3\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u307e\u305f\u304c\u308b\u6700\u5148\u7aef\u306e\u65b0\u305f\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u8a2d\u5b9a\u3057\u3001\u6700\u521d\u306e\u30c8\u30fc\u30af\u30f3\u30ec\u30a4\u30c6\u30f3\u30b7\u309250%\u4ee5\u4e0a\u524a\u6e1b\u3059\u308b\u3002 \u540c\u69d8\u306e\u30c7\u30fc\u30bf\u3067\u8a13\u7df4\u3055\u308c\u305f\u30b7\u30f3\u30b0\u30eb\u30a4\u30e1\u30fc\u30b8MLLM\u3068\u6bd4\u8f03\u3057\u3066\u3001DocOwl2\u306f\u30d3\u30b8\u30e5\u30a2\u30eb\u30c8\u30fc\u30af\u30f3\u306e20%\u672a\u6e80\u3067\u3001\u540c\u7b49\u306e\u30b7\u30f3\u30b0\u30eb\u30da\u30fc\u30b8\u7406\u89e3\u6027\u80fd\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.03420v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.03420v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 05 Sep 2024 11:09:00 GMT)<\/li>\n\n\n\n<li>\u300cMultimodel Large Language Models(MLLMs) have achieved promising OCRfree Document Understanding performance by increasing the supported resolution of document images.\u300d\u304b\u3089\u59cb\u307e\u308b\u8ad6\u6587\u3067\u3001High-resolution DocCompressor\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u3088\u3063\u3066\u51e6\u7406\u3092\u7c21\u7565\u5316\u30fb\u9ad8\u901f\u5316\u3068\u306e\u3053\u3068\u3002\u6700\u521d\u306e\u4e3b\u5f35\u306b\u306f\u540c\u610f\u3067\u304d\u308b\u90e8\u5206\u3068\u3067\u304d\u306a\u3044\u90e8\u5206\u304c\u3042\u308b\u304c\u3001Document Understanding\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066MLLM\u304c\u5f37\u529b\u306a\u306e\u306f\u78ba\u304b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/X-PLUG\/mPLUG-DocOwl\">GitHub &#8211; X-PLUG\/mPLUG-DocOwl: mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding<\/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":[117,251],"class_list":["post-5402","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-document-understanding","tag-mllm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5402","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=5402"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5402\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5402"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5402"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5402"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}