{"id":4280,"date":"2024-01-15T05:15:00","date_gmt":"2024-01-14T20:15:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4280"},"modified":"2024-01-15T05:15:00","modified_gmt":"2024-01-14T20:15:00","slug":"model-editing-can-hurt-general-abilities-of-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4280","title":{"rendered":"Model Editing Can Hurt General Abilities of Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Model Editing Can Hurt General Abilities of Large Language Models\u00a0<\/strong>[128.3]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u683c\u7d0d\u3055\u308c\u305f\u77e5\u8b58\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u958b\u653e\u3057\u305f\u3002 \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u6700\u8fd1\u306e\u9032\u6b69\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u683c\u7d0d\u3055\u308c\u305f\u77e5\u8b58\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u958b\u653e\u3057\u305f\u3002 \u66f4\u65b0\u60c5\u5831\u306b\u3088\u308bLLM\u306e\u518d\u5b66\u7fd2\u306f\u8cc7\u6e90\u96c6\u7d04\u7684\u3067\u3042\u308b\u305f\u3081,\u30e2\u30c7\u30eb\u7de8\u96c6\u3078\u306e\u95a2\u5fc3\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.04700v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.04700v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 9 Jan 2024 18:03:15 GMT)<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u7de8\u96c6\u306e\u526f\u4f5c\u7528\u306b\u95a2\u3059\u308b\u691c\u8a3c\u3001GPT2-XL\u3068Llama-1-7B\u3092\u5bfe\u8c61\u306bKN\u3001MEND\u3001ROME\u3001MEMIT\u3067Model Editing\u3057\u30018\u30bf\u30b9\u30af\u3067\u8a55\u4fa1\u3002\u7d50\u679c\u3068\u3057\u3066\u6027\u80fd\u306f\u304b\u306a\u308a\u52a3\u5316\u3057\u305f\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u7d50\u679c\u3068\u3057\u3066\u306f\u7d0d\u5f97\u611f\u304c\u3042\u308a\u3001\u3053\u308c\u3089\u6280\u8853\u3092\u4f7f\u3046\u306b\u306f\u5f53\u8a72\u5206\u91ce\u306e\u30c6\u30b9\u30c8\u65b9\u6cd5\u3092\u78ba\u7acb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u305d\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/JasonForJoy\/Model-Editing-Hurt\">JasonForJoy\/Model-Editing-Hurt (github.com)<\/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":[122,254],"class_list":["post-4280","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-editing-factual-knowledge","tag-model-editing"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4280","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=4280"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4280\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4280"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4280"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4280"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}