{"id":8024,"date":"2026-01-14T04:57:00","date_gmt":"2026-01-13T19:57:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8024"},"modified":"2026-01-04T11:00:50","modified_gmt":"2026-01-04T02:00:50","slug":"event-extraction-in-large-language-model","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8024","title":{"rendered":"Event Extraction in Large Language Model"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Event Extraction in Large Language Model&nbsp;<\/strong>[99.9]<br>\u79c1\u305f\u3061\u306f\u3001LLM\u4e2d\u5fc3\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u8a8d\u77e5\u7684\u306a\u8db3\u5834\u3092\u63d0\u4f9b\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u3057\u3066\u3001EE\u306f\u898b\u306a\u3055\u308c\u308b\u3079\u304d\u3067\u3042\u308b\u3001\u3068\u8ad6\u3058\u307e\u3059\u3002 \u3053\u306e\u8abf\u67fb\u3067\u306f\u3001EE\u306e\u30c6\u30ad\u30b9\u30c8\u3068\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u8a2d\u5b9a\u3001\u30bf\u30b9\u30af\u3068\u5206\u985e\u306e\u6574\u7406\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u3068\u30cb\u30e5\u30fc\u30e9\u30eb\u30e2\u30c7\u30eb\u304b\u3089\u547d\u4ee4\u99c6\u52d5\u304a\u3088\u3073\u751f\u6210\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3078\u306e\u30e1\u30bd\u30c3\u30c9\u9032\u5316\u306e\u30c8\u30ec\u30fc\u30b9\u306b\u3064\u3044\u3066\u53d6\u308a\u4e0a\u3052\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.19537v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.19537v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 22 Dec 2025 16:22:14 GMT)<\/li>\n\n\n\n<li>event extraction\uff08Event extraction (EE) is a core task in natural language processing that aims to identify event triggers, event types, and participant roles from unstructured text, and to organize them into a computable structured representation [27].\u00a0\uff09\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002LLM\u304c\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u305f\u30bf\u30b9\u30af\u3067\u3042\u308a\u3001\u3053\u306eSurvey\u3067\u306f\u300c\u00a0in the LLM era, the value of EE lies less in being the only path to structured outputs, and more in providing a structural backbone for verification, reasoning, retrieval, and agent memory.\u300d\u3068\u3082\u6307\u6458\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/unikcc\/AwesomeEventExtraction\">GitHub &#8211; unikcc\/AwesomeEventExtraction<\/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":[128,387],"class_list":["post-8024","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-event-extraction","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8024","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=8024"}],"version-history":[{"count":2,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8024\/revisions"}],"predecessor-version":[{"id":8026,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8024\/revisions\/8026"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8024"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8024"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8024"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}