{"id":5045,"date":"2024-06-25T04:51:00","date_gmt":"2024-06-24T19:51:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5045"},"modified":"2024-06-25T04:51:00","modified_gmt":"2024-06-24T19:51:00","slug":"is-translation-all-you-need-a-study-on-solving-multilingual-tasks-with-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5045","title":{"rendered":"Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models\u00a0<\/strong>[79.5]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306f\u591a\u8a00\u8a9e\u6a5f\u80fd\u3092\u793a\u3057\u3066\u3044\u308b\u304c\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b3\u30fc\u30d1\u30b9\u306e\u4e0d\u5747\u8861\u306e\u305f\u3081\u3001\u4e3b\u306b\u82f1\u8a9e\u4e2d\u5fc3\u3067\u3042\u308b\u3002 \u3053\u306e\u4f5c\u696d\u306f\u3001NLP\u30bf\u30b9\u30af\u304b\u3089\u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30af\u30a8\u30ea\u307e\u3067\u3001\u8a55\u4fa1\u3092\u62e1\u5f35\u3057\u307e\u3059\u3002 \u6df1\u3044\u8a00\u8a9e\u7406\u89e3\u3092\u5fc5\u8981\u3068\u3059\u308b\u6587\u5316\u95a2\u9023\u306e\u30bf\u30b9\u30af\u3067\u306f\u3001\u30cd\u30a4\u30c6\u30a3\u30d6\u8a00\u8a9e\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u3088\u308a\u6709\u671b\u306b\u306a\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.10258v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.10258v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 20 Jun 2024 11:09:42 GMT)<\/li>\n\n\n\n<li>LLM\u306e\u6027\u80fd\u306b\u3082\u4f9d\u5b58\u3057\u3066\u3044\u305d\u3046\u3060\u304c\u3001\u300cWe compare various multilingual prompting strategies in NLP tasks, finding that translation remains a strong baseline even for LLMs.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u504f\u308a\uff08\u82f1\u8a9e\u306b\u7279\u5316\u306a\u3069\uff09\u304c\u6fc0\u3057\u3044\u3001\u57fa\u790e\u6027\u80fd\u304c\u9ad8\u304f\u306a\u3044\u5834\u5408\u306f\u7279\u306b\u6a5f\u68b0\u7ffb\u8a33\u304c\u6709\u52b9\u306b\u601d\u3048\u3001\u76f4\u89b3\u306b\u53cd\u3057\u306a\u3044\u7d50\u679c\u3002\u30bf\u30b9\u30af\u306b\u3088\u3063\u3066\u306f\u6a5f\u68b0\u7ffb\u8a33\u304c\u9069\u3057\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u306e\u3082\u305d\u3046\u3060\u308d\u3046\u3068\u601d\u3046\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":[223,602],"class_list":["post-5045","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\/5045","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=5045"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5045\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5045"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5045"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5045"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}