{"id":6003,"date":"2025-01-09T04:08:00","date_gmt":"2025-01-08T19:08:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6003"},"modified":"2025-01-09T04:08:00","modified_gmt":"2025-01-08T19:08:00","slug":"extract-information-from-hybrid-long-documents-leveraging-llms-a-framework-and-dataset","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6003","title":{"rendered":"Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset\u00a0<\/strong>[52.3]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u8868\u306e\u30c7\u30fc\u30bf\u3092\u542b\u3080\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u89e3\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u672c\u7814\u7a76\u3067\u306f,LLM\u304cHLD(Hybrid Long Document)\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u81ea\u52d5\u60c5\u5831\u62bd\u51fa\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af(AIE)\u3092\u63d0\u6848\u3057,HLD\u304b\u3089\u306e\u60c5\u5831\u62bd\u51fa\u306e4\u3064\u306e\u91cd\u8981\u306a\u5074\u9762\u3092\u5206\u6790\u3059\u308b\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002 HLD\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4e0d\u8db3\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u3001\u4eca\u5f8c\u306e\u4f5c\u696d\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u3001\u91d1\u878d\u30ec\u30dd\u30fc\u30c8\u6570\u5024\u62bd\u51fa(FINE)\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.20072v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.20072v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 28 Dec 2024 07:54:14 GMT)<\/li>\n\n\n\n<li>Automated Information Extraction (AIE) framework\u306e\u63d0\u6848\u3001\u300cAIE comprises four modules: Segmentation, Retrieval, Summarization, and Extraction.\u300d\u3068\u5272\u3068\u4e00\u822c\u7684\u306a\u69cb\u6210\u306b\u898b\u3048\u308b<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\uff1f<\/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],"class_list":["post-6003","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-document-understanding"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6003","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=6003"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6003\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6003"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6003"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}