{"id":4950,"date":"2024-06-07T06:24:00","date_gmt":"2024-06-06T21:24:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4950"},"modified":"2024-06-07T06:24:00","modified_gmt":"2024-06-06T21:24:00","slug":"x-instruction-aligning-language-model-in-low-resource-languages-with-self-curated-cross-lingual-instructions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4950","title":{"rendered":"X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions\u00a0<\/strong>[43.9]<br>\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u82f1\u8a9e\u306e\u3088\u3046\u306a\u9ad8\u30ea\u30bd\u30fc\u30b9\u8a00\u8a9e\u3067\u306f\u3046\u307e\u304f\u53cd\u5fdc\u3059\u308b\u304c\u3001\u4f4e\u30ea\u30bd\u30fc\u30b9\u8a00\u8a9e\u3067\u306f\u82e6\u52b4\u3059\u308b\u3002 \u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f,\u4f4e\u30ea\u30bd\u30fc\u30b9\u8a00\u8a9e\u306b\u304a\u3051\u308b\u82f1\u8a9e\u306e\u547d\u4ee4\u3068\u5fdc\u7b54\u3092\u4f75\u7528\u3057\u305f\u8a00\u8a9e\u9593\u547d\u4ee4\u3092\u65b0\u305f\u306b\u69cb\u7bc9\u3059\u308b\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2405.19744v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2405.19744v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 30 May 2024 06:45:23 GMT)<\/li>\n\n\n\n<li>\u4e0b\u8a183\u6bb5\u968e\uff08\u30ea\u30dd\u30b8\u30c8\u30ea\u3088\u308a\uff09\u3067\u4f4e\u30ea\u30bd\u30fc\u30b9\u306a\u8a00\u8a9e\u7528\u306bcross-lingual instructions dataset\u3092\u4f5c\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3002\n<ul class=\"wp-block-list\">\n<li><strong>X-Instruction Generation:<\/strong>\u00a0Language models learn to generate cross-lingual instructions for multilingual texts using seed data.<\/li>\n\n\n\n<li><strong>X-Instruction Refinement:<\/strong>\u00a0Language models iteratively label and refine cross-lingual instruction samples.<\/li>\n\n\n\n<li><strong>X-Instruction Diversification:<\/strong>\u00a0The final instruction data are sampled from different clusters of embedding from the English instruction to increase the diversity.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/ZNLP\/X-Instruction\">GitHub &#8211; ZNLP\/X-Instruction: Official code and data for ACL-2024 paper &#8220;X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions&#8221;<\/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":[223,267,491],"class_list":["post-4950","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-multilingual","tag-491"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4950","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=4950"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4950\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4950"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4950"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4950"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}