{"id":3913,"date":"2023-10-10T05:22:00","date_gmt":"2023-10-09T20:22:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3913"},"modified":"2023-10-10T05:22:00","modified_gmt":"2023-10-09T20:22:00","slug":"scale-specialized-translation-models-stms-general-purpose-large-language-models-llms","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3913","title":{"rendered":"SCALE: Specialized Translation Models (STMs) + general-purpose Large Language Models (LLMs)"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>SCALE: Synergized Collaboration of Asymmetric Language Translation Engines\u00a0<\/strong>[105.9]<br>\u672c\u7a3f\u3067\u306f,\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u7279\u6b8a\u7ffb\u8a33\u30e2\u30c7\u30eb (STM) \u3068\u6c4e\u7528\u5927\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u30921\u3064\u306e\u7d71\u5408\u7ffb\u8a33\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066\u7d50\u5408\u3059\u308b\u5354\u8abf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 STM\u304b\u3089\u306e\u7ffb\u8a33\u30923\u91cd\u9805\u30a4\u30f3\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u30c7\u30e2\u306b\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001SCALE\u306fLLM\u306e\u6d17\u7df4\u3068\u30d4\u30dc\u30c3\u30c8\u80fd\u529b\u3092\u89e3\u653e\u3059\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c,SCALE\u306f\u4f4e\u30ea\u30bd\u30fc\u30b9\u74b0\u5883\u306b\u304a\u3044\u3066,\u5c11\u6570\u30b7\u30e7\u30c3\u30c8LLM (GPT-4) \u3068\u7279\u6b8a\u30e2\u30c7\u30eb (NLLB) \u306e\u4e21\u65b9\u3092\u8457\u3057\u304f\u4e0a\u56de\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.17061v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.17061v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 29 Sep 2023 08:46:38 GMT)<\/li>\n\n\n\n<li>\u7279\u5316\u578b\u306e\u7ffb\u8a33\u30e2\u30c7\u30eb\u3068\u6c4e\u7528\u7684\u306aLLM\u3092\u4f75\u7528\u3059\u308b\u6a5f\u68b0\u7ffb\u8a33<\/li>\n\n\n\n<li>STM\u304b\u3089\u306e\u7ffb\u8a33\u8349\u6848\u3092LLM\u3067refine\u3059\u308b\u30a4\u30e1\u30fc\u30b8\uff08\uff1f\uff09\u3001\u4f4e\u30ea\u30bd\u30fc\u30b9\u306a\u8a00\u8a9e\u306b\u5bfe\u3057\u3066\u7279\u306b\u6709\u52b9\u3068\u306e\u3053\u3068\u3002<\/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":[223,505,602],"class_list":["post-3913","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-505","tag-602"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3913","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=3913"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3913\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}