{"id":4732,"date":"2024-04-17T04:31:00","date_gmt":"2024-04-16T19:31:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4732"},"modified":"2024-04-17T04:31:00","modified_gmt":"2024-04-16T19:31:00","slug":"language-imbalance-can-boost-cross-lingual-generalisation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4732","title":{"rendered":"Language Imbalance Can Boost Cross-lingual Generalisation"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Language Imbalance Can Boost Cross-lingual Generalisation\u00a0<\/strong>[57.3]<br>\u672c\u7814\u7a76\u3067\u306f,\u8a00\u8a9e\u9593\u4e00\u822c\u5316\u306e\u975e\u76f4\u611f\u7684\u306a\u65b0\u898f\u30c9\u30e9\u30a4\u30d0\u3067\u3042\u308b\u8a00\u8a9e\u4e0d\u5747\u8861\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u5b66\u7fd2\u4e2d\u306b\u652f\u914d\u7684\u306a\u8a00\u8a9e\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u304c\u3001\u3042\u307e\u308a\u983b\u5ea6\u306e\u4f4e\u3044\u8a00\u8a9e\u306e\u6027\u80fd\u3092\u9ad8\u3081\u308b\u3053\u3068\u3092\u89b3\u5bdf\u3059\u308b\u3002 \u5206\u6790\u3092\u5b9f\u8a00\u8a9e\u306b\u62e1\u5f35\u3059\u308b\u306b\u3064\u308c\u3001\u983b\u7e41\u306a\u8a00\u8a9e\u306f\u4f9d\u7136\u3068\u3057\u3066\u6069\u6075\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u304c\u3001\u8a00\u8a9e\u4e0d\u5747\u8861\u304c\u8a00\u8a9e\u9593\u306e\u4e00\u822c\u5316\u3092\u5f15\u304d\u8d77\u3053\u3059\u304b\u3069\u3046\u304b\u306f\u6c7a\u5b9a\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2404.07982v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2404.07982v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 11 Apr 2024 17:58:05 GMT)<\/li>\n\n\n\n<li>\u300cIn both settings, we find that, without vocabulary overlap, our models do not show strong cross-lingual generalisation when trained on a balanced language set.However, when training on an imbalanced mix of languages, we observe increased performance compared to monolingual settings.\u300d\u3068\u3044\u3046\u8208\u5473\u6df1\u3044\u7d50\u679c\u3002\u30af\u30ed\u30fc\u30f3\u8a00\u8a9e\u3068\u5b9f\u969b\u306e\u8a00\u8a9e\u3067\u306e\u5dee\u7570\u3092\u542b\u3081\u3066\u9762\u767d\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/antonschafer\/xling-imbalance\">antonschafer\/xling-imbalance (github.com)<\/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":[267],"class_list":["post-4732","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4732","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=4732"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4732\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4732"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4732"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4732"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}