{"id":4101,"date":"2023-12-01T04:27:00","date_gmt":"2023-11-30T19:27:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4101"},"modified":"2023-12-01T04:27:00","modified_gmt":"2023-11-30T19:27:00","slug":"a-reevaluation-of-event-extraction-past-present-and-future-challenges","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4101","title":{"rendered":"A Reevaluation of Event Extraction: Past, Present, and Future Challenges"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Reevaluation of Event Extraction: Past, Present, and Future Challenges\u00a0<\/strong>[136.7]<br>\u30a4\u30d9\u30f3\u30c8\u62bd\u51fa\u306f\u8fd1\u5e74\u3001\u591a\u304f\u306e\u5fdc\u7528\u306e\u53ef\u80fd\u6027\u304b\u3089\u591a\u304f\u306e\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002 \u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u8a55\u4fa1\u8ab2\u984c\u304c\u89b3\u5bdf\u3055\u308c\u3066\u304a\u308a\u3001\u5831\u544a\u3055\u308c\u305f\u30b9\u30b3\u30a2\u306f\u771f\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u53cd\u6620\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u308b\u3002 \u30a4\u30d9\u30f3\u30c8\u62bd\u51fa\u306e\u305f\u3081\u306e\u6a19\u6e96\u5316\u3055\u308c\u305f\u516c\u6b63\u304b\u3064\u518d\u73fe\u53ef\u80fd\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bTEXTEE\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2311.09562v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2311.09562v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 16 Nov 2023 04:43:03 GMT)<\/li>\n\n\n\n<li>Event Extraction\u306e\u30b5\u30fc\u30d9\u30a4\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002\u4ee5\u524d\u306e\u8a55\u4fa1\u306e\u554f\u984c\u70b9\u306e\u4e00\u500b\u76ee\u304c\u300cUnfair comparison\u300d\u3001\u300cDue to the lack of a standardized evaluation framework, we observe that many approaches are inappropriately compared in the previous literature.\u300d\u3068\u304b\u306a\u308a\u53b3\u3057\u3081\u3002<\/li>\n\n\n\n<li>LLM\u95a2\u9023\u3068\u3057\u3066\u00a0Llama-2-13B\u3001GPT3.5-turbo\u306e\u7d50\u679c\u3082\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u7279\u5316\u578b\u30e2\u30c7\u30eb\u3068\u6bd4\u3079\u3066\u4f4e\u3044\u30b9\u30b3\u30a2\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/ej0cl6\/TextEE\">GitHub &#8211; ej0cl6\/TextEE: A standardized, fair, and reproducible benchmark for evaluating event extraction approaches<\/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-4101","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\/4101","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=4101"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4101\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4101"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}