{"id":3876,"date":"2023-09-26T06:06:00","date_gmt":"2023-09-25T21:06:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3876"},"modified":"2023-09-26T06:06:00","modified_gmt":"2023-09-25T21:06:00","slug":"alma-advanced-language-model-based-translator","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3876","title":{"rendered":"ALMA: Advanced\u00a0Language\u00a0Model-based trAnslator"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models&nbsp;<\/strong>[27.8]<br>\u751f\u6210\u578b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u5fae\u8abf\u6574\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u306f,\u30e2\u30ce\u30ea\u30f3\u30ac\u30eb\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u521d\u671f\u5fae\u8abf\u6574\u3068,\u305d\u308c\u306b\u7d9a\u304f\u5c11\u6570\u306e\u9ad8\u54c1\u8cea\u4e26\u5217\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u5fae\u8abf\u6574\u306e2\u6bb5\u968e\u304b\u3089\u306a\u308b\u3002 LLaMA-2\u3092\u57fa\u790e\u30e2\u30c7\u30eb\u3068\u3057\u3066,\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u6027\u80fd\u3088\u308a\u308212BLEU\u304a\u3088\u307312COMET\u306e\u5e73\u5747\u7684\u306a\u6539\u5584\u304c\u9054\u6210\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.11674v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.11674v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 20 Sep 2023 22:53:15 GMT)<\/li>\n\n\n\n<li>Llama-2\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u6a5f\u68b0\u7ffb\u8a33\u624b\u6cd5\u306e\u63d0\u6848\u3001Monolingual Data Fine-tuning\uff08 add English monolingual data during fine-tuning to prevent English knowledge forget\uff09 \u2192 High-Quality Data Fine-tuning\u3068\u3044\u3046\u6d41\u308c\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/fe1ixxu\/ALMA\">GitHub &#8211; fe1ixxu\/ALMA: This is repository for ALMA translation models.<\/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":[223,602],"class_list":["post-3876","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\/3876","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=3876"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3876\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3876"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3876"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3876"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}