{"id":1966,"date":"2022-06-15T04:00:00","date_gmt":"2022-06-14T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1966"},"modified":"2022-06-15T04:00:00","modified_gmt":"2022-06-14T19:00:00","slug":"%e5%a4%9a%e8%a8%80%e8%aa%9e%e3%81%aedetoxification","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1966","title":{"rendered":"\u591a\u8a00\u8a9e\u306edetoxification"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models\u00a0<\/strong>[78.1]<br>\u30c7\u30c8\u30ad\u30b7\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3(detoxification)\u3068\u306f\u3001\u672c\u6765\u306e\u6709\u6bd2\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u610f\u5473\u3068\u6d41\u5e03\u3092\u4fdd\u3061\u3064\u3064\u3001\u4e01\u5be7\u306a\u30b9\u30bf\u30a4\u30eb\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u30bf\u30b9\u30af\u3067\u3042\u308b\u3002 \u672c\u7814\u7a76\u306f\u591a\u8a00\u8a9e\u9593\u306e\u89e3\u6bd2\u3068,\u3053\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u591a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6319\u52d5\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2206.02252v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2206.02252v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2206.02252.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Sun, 5 Jun 2022 20:02:30 GMT)<ul><li>\u591a\u8a00\u8a9e\u3067\u306edetoxification\u306b\u95a2\u3059\u308b\u5831\u544a\u3002<\/li><li>\u82f1\u8a9e\u3067detoxification\u3092\u5b66\u7fd2\u3057\u305f\u591a\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u30ed\u30b7\u30a2\u8a9e\u306edetoxification\u306b\u6709\u52b9\u304b\u8208\u5473\u304c\u3042\u3063\u305f\u304c\u96e3\u3057\u305d\u3046\u3068\u3044\u3046\u5b9f\u9a13\u7d50\u679c\u3002\u300cWe suggest that the reason for this is not a lack of data, but the model\u2019s inability to capture the pattern between toxic and non-toxic text and transfer it to another language by itself.\u300d\u3068\u306e\u3053\u3068\u3002<\/li><li>\u7ffb\u8a33\u3092\u901a\u3059\u624b\u6cd5\u306f\u307e\u3041\u307e\u3041\u30ef\u30fc\u30af\u3059\u308b\u3088\u3046\u3002\u3042\u308b\u7a0b\u5ea6\u60f3\u50cf\u306f\u3067\u304d\u308b\u3068\u306f\u3044\u3048\u3001Backtranslation Setup\u306e\u8a73\u7d30\u304c\u77e5\u308a\u305f\u3044\u2026\u2026<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models\u00a0[78.1]\u30c7\u30c8\u30ad\u30b7\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3(detox &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1966\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u591a\u8a00\u8a9e\u306edetoxification&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[109,267],"class_list":["post-1966","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-detoxification","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1966","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=1966"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1966\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1966"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1966"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1966"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}