{"id":4337,"date":"2024-02-02T05:25:00","date_gmt":"2024-02-01T20:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4337"},"modified":"2024-02-02T05:25:00","modified_gmt":"2024-02-01T20:25:00","slug":"adapting-large-language-models-for-document-level-machine-translation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4337","title":{"rendered":"Adapting Large Language Models for Document-Level Machine Translation"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Adapting Large Language Models for Document-Level Machine Translation\u00a0<\/strong>[49.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u9032\u6b69\u3092\u9042\u3052\u3066\u3044\u308b\u3002 \u8fd1\u5e74\u306e\u7814\u7a76\u3067\u306f\u3001\u4e2d\u7a0b\u5ea6\u306eLLM\u306f\u30bf\u30b9\u30af\u56fa\u6709\u306e\u5fae\u8abf\u6574\u306e\u5f8c\u3001\u3088\u308a\u5927\u304d\u306aLLM\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.06468v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.06468v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 12 Jan 2024 09:29:13 GMT)<\/li>\n\n\n\n<li>LLM\u306e\u6a5f\u68b0\u7ffb\u8a33\u3078\u306e\u5fdc\u7528\u3002fine tuning\u306e\u52b9\u679c\u306a\u3069\u5b9f\u9a13\u7d50\u679c\u304c\u591a\u304f\u53c2\u8003\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li>\u300cWe find that the PEFT approach yields superior overall performance compared to the FFT approach\u300d\uff08\u305f\u3060\u3057FFT\u306e\u307b\u3046\u304c\u30c7\u30fc\u30bf\u52b9\u7387\u306f\u9ad8\u3044\u3068\u306e\u3053\u3068\uff09\u304c\u3068\u3066\u3082\u8208\u5473\u6df1\u3044<\/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":[223,602],"class_list":["post-4337","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-602"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4337","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=4337"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4337\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4337"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}