{"id":4397,"date":"2024-02-22T05:39:00","date_gmt":"2024-02-21T20:39:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4397"},"modified":"2024-02-22T05:39:00","modified_gmt":"2024-02-21T20:39:00","slug":"continual-learning-for-large-language-models-a-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4397","title":{"rendered":"Continual Learning for Large Language Models: A Survey"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Continual Learning for Large Language Models: A Survey\u00a0<\/strong>[95.8]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u5927\u898f\u6a21\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u304c\u9ad8\u3044\u305f\u3081\u3001\u983b\u7e41\u306a\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u9069\u3055\u306a\u3044\u3002 \u672c\u7a3f\u3067\u306f,LLM\u306e\u9023\u7d9a\u5b66\u7fd2\u306b\u95a2\u3059\u308b\u6700\u8fd1\u306e\u7814\u7a76\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.01364v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.01364v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 2 Feb 2024 12:34:09 GMT)<\/li>\n\n\n\n<li>LLM\u306b\u5bfe\u3059\u308b\u7d99\u7d9a\u5b66\u7fd2\u306e\u30b5\u30fc\u30d9\u30a4\u3060\u304c\u3001Continual Pre-training\u3001Continual Instruction Tuning\u3001Continual Alignment \u3068\u4e8b\u524d\u5b66\u7fd2\u4ee5\u5f8c\u306e\u8a71\u984c\u3092\u6271\u3063\u3066\u3044\u308b\u306e\u304c\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>Fact, Domain, Language, Task, Skills, Values, Preferences\u306e\u3069\u3053\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u308b\u304b\u8868\u3057\u3066\u3044\u308b\u56f3\uff12\u3082\u53c2\u8003\u306b\u3042\u308b\uff08\u30b6\u30c3\u30af\u30ea\u3068\u3057\u3066\u3044\u308b\u306e\u3067\u7570\u8ad6\u3082\u3042\u308b\u3060\u308d\u3046\u3051\u3069\uff09<\/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":[78,387],"class_list":["post-4397","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-continual-learning","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4397","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=4397"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4397\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4397"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4397"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}