{"id":4780,"date":"2024-04-25T05:56:00","date_gmt":"2024-04-24T20:56:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4780"},"modified":"2024-04-25T05:56:00","modified_gmt":"2024-04-24T20:56:00","slug":"crossin-an-efficient-instruction-tuning-approach-for-cross-lingual-knowledge-alignment","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4780","title":{"rendered":"CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment\u00a0<\/strong>[38.4]<br>\u82f1\u8a9e\u4e2d\u5fc3\u306e\u30e2\u30c7\u30eb\u306f\u3001\u901a\u5e38\u4ed6\u306e\u8a00\u8a9e\u3067\u306f\u6e96\u6700\u9069\u3067\u3042\u308b\u3002 \u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f,\u8a00\u8a9e\u9593\u547d\u4ee4\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u6df7\u5408\u5408\u6210\u3092\u5229\u7528\u3057\u305fCrossIn\u3068\u3044\u3046\u65b0\u3057\u3044\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2404.11932v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2404.11932v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 18 Apr 2024 06:20:50 GMT)<\/li>\n\n\n\n<li>\u591a\u8a00\u8a9e\u80fd\u529b\u3092\u4e0a\u3052\u308b\u305f\u3081\u306eInstruction tuning\u30a2\u30d7\u30ed\u30fc\u30c1\u3002\u300cCrossIn: It comprises cross-lingual instruction tuning datasets, where instruction and output are featured in two different languages\u300d\u300cTrans: It consists of translation pairs for instructions.\u300d\u3092\u4f75\u7528\u3002\u5f8c\u8005\u306e\u300cWe hypothesize that if the model concurrently learns these translation tasks, it could facilitate the transfer of knowledge between languages.\u300d\u306f\u8208\u5473\u6df1\u3044\u4eee\u8aac\u3002\u8a55\u4fa1\u30c7\u30fc\u30bf\u3082\u69cb\u7bc9\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>Mistral\u7b49\u3092\u4f7f\u3063\u3066\u63d0\u6848\u624b\u6cd5\u306e\u52b9\u679c\u3092\u691c\u8a3c\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Lingy12\/CrossIn\">GitHub &#8211; Lingy12\/CrossIn<\/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],"class_list":["post-4780","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4780","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=4780"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4780\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4780"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4780"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4780"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}