{"id":4276,"date":"2024-01-08T04:28:00","date_gmt":"2024-01-07T19:28:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4276"},"modified":"2024-01-08T04:28:00","modified_gmt":"2024-01-07T19:28:00","slug":"a-comprehensive-study-of-knowledge-editing-for-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4276","title":{"rendered":"A Comprehensive Study of Knowledge Editing for Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Comprehensive Study of Knowledge Editing for Large Language Models\u00a0<\/strong>[83.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u4eba\u9593\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5fe0\u5b9f\u306b\u53cd\u6620\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u7406\u89e3\u3068\u751f\u6210\u306e\u7d20\u6674\u3089\u3057\u3044\u80fd\u529b\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u77e5\u8b58\u7de8\u96c6\u306e\u554f\u984c\u3092\u5b9a\u7fa9\u3057,\u6700\u5148\u7aef\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5305\u62ec\u7684\u30ec\u30d3\u30e5\u30fc\u3092\u884c\u3046\u3002 \u6211\u3005\u306f,\u4ee3\u8868\u7684\u77e5\u8b58\u7de8\u96c6\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u7dcf\u5408\u7684\u8a55\u4fa1\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bKnowEdit\u3092\u7d39\u4ecb\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.01286v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.01286v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 2 Jan 2024 16:54:58 GMT)<\/li>\n\n\n\n<li>Knowledge Editing\u306e\u30b5\u30fc\u30d9\u30a4\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002\u3053\u306e\u5206\u91ce\u306e\u975e\u5e38\u306b\u826f\u3044\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/huggingface.co\/datasets\/zjunlp\/KnowEdit\">zjunlp\/KnowEdit \u00b7 Datasets at Hugging Face<\/a>\u3067\u3001<a href=\"https:\/\/devneko.jp\/wordpress\/?p=4214\">ReMaKE: Retrieval-augmented Multilingual Knowledge Editor \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u3067\u3082\u4f7f\u308f\u308c\u3066\u3044\u305f<a href=\"https:\/\/github.com\/zjunlp\/EasyEdit\">zjunlp\/EasyEdit: An Easy-to-use Knowledge Editing Framework for LLMs. (github.com)<\/a>\u306e\u30c1\u30fc\u30e0\u306b\u3088\u308b\u3082\u306e<\/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":[122,223],"class_list":["post-4276","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-editing-factual-knowledge","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4276","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=4276"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4276\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4276"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4276"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}