{"id":3284,"date":"2018-10-19T09:20:45","date_gmt":"2018-10-19T07:20:45","guid":{"rendered":"https:\/\/www.systransoft.com\/?post_type=paper&#038;p=3284"},"modified":"2023-11-16T18:03:18","modified_gmt":"2023-11-16T17:03:18","slug":"analyzing-knowledge-distillation-in-neural-machine-translation","status":"publish","type":"paper","link":"https:\/\/www.systransoft.com\/jp\/resources\/papers-and-publications\/analyzing-knowledge-distillation-in-neural-machine-translation\/","title":{"rendered":"\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u304a\u3051\u308b\u77e5\u8b58\u84b8\u7559\u306e\u5206\u6790"},"content":{"rendered":"<p>\u77e5\u8b58\u306e\u84b8\u7559\u306f\u6700\u8fd1\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u6b63\u5e38\u306b\u9069\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u57fa\u672c\u7684\u306b\u3001\u7d50\u679c\u3068\u3057\u3066\u751f\u3058\u308b\u30b7\u30b9\u30c6\u30e0\u306f\u5143\u306e\u30e2\u30c7\u30eb\u306e\u54c1\u8cea\u306e\u307b\u3068\u3093\u3069\u3092\u4fdd\u6301\u3057\u306a\u304c\u3089\u3001\u53ce\u7e2e\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u591a\u304f\u306e\u8457\u8005\u304c\u77e5\u8b58\u84b8\u7559\u306e\u5229\u70b9\u306b\u3064\u3044\u3066\u5831\u544a\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u306b\u30cb\u30e5\u30fc\u30e9\u30ebMT\u306e\u6587\u8108\u3067\u3001\u305d\u308c\u304c\u6a5f\u80fd\u3059\u308b\u5b9f\u969b\u306e\u7406\u7531\u3092\u8b70\u8ad6\u3059\u308b\u4f5c\u54c1\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002\u672c\u7a3f\u3067\u306f\u3001\u84b8\u7559\u304c\u82f1\u72ec\u7ffb\u8a33\u30bf\u30b9\u30af\u306e\u7cbe\u5ea6\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u7406\u7531\u3068\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001\u3044\u304f\u3064\u304b\u306e\u5b9f\u9a13\u3092\u884c\u3046\u3002\u6211\u3005\u306f\u3001\u84b8\u7559\/\u5408\u6210\u30d0\u30a4\u30c6\u30ad\u30b9\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u3001\u53c2\u7167\u30d0\u30a4\u30c6\u30ad\u30b9\u30c8\u3068\u6bd4\u8f03\u3057\u3066\u7ffb\u8a33\u306e\u8907\u96d1\u3055\u304c\u5b9f\u969b\u306b\u6e1b\u5c11\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002\u3055\u3089\u306b\u3001\u5408\u6210\u3055\u308c\u305f\u7ffb\u8a33\u304b\u3089\u30ce\u30a4\u30ba\u306e\u591a\u3044\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3057\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3055\u308c\u305f\u5408\u6210\u30c7\u30fc\u30bf\u3092\u5143\u306e\u53c2\u7167\u3068\u30de\u30fc\u30b8\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306a\u308b\u7cbe\u5ea6\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u6700\u8fd1\u3001\u77e5\u8b58\u84b8\u7559\u304c\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u9069\u7528\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u57fa\u672c\u7684\u306b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u7e2e\u5c0f\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u305d\u306e\u7d50\u679c\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u5143\u306e\u30e2\u30c7\u30eb\u306e\u54c1\u8cea\u306e\u307b\u3068\u3093\u3069\u3092\u7dad\u6301\u3057\u307e\u3059\u3002\u591a\u304f\u306e\u8457\u8005\u304c\u77e5\u8b58\u84b8\u7559\u306e\u5229\u70b9\u306b\u3064\u3044\u3066\u5831\u544a\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u306b\u30cb\u30e5\u30fc\u30e9\u30ebMT\u306e\u6587\u8108\u3067\u306f\u3001\u305d\u308c\u304c\u6a5f\u80fd\u3059\u308b\u5b9f\u969b\u306e\u7406\u7531\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3059\u308b\u4f5c\u54c1\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002\u672c\u8ad6\u6587\u3067\u306f\u3001\u84b8\u7559\u304c\u82f1\u8a9e \u2013 \u30c9\u30a4\u30c4\u8a9e\u7ffb\u8a33\u4f5c\u696d\u306e\u7cbe\u5ea6\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001\u3044\u304f\u3064\u304b\u306e\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002\u84b8\u7559\/\u5408\u6210\u3055\u308c\u305f\u30d0\u30a4\u30c6\u30ad\u30b9\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u3001\u53c2\u7167\u30d0\u30a4\u30c6\u30ad\u30b9\u30c8\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u7ffb\u8a33\u306e\u8907\u96d1\u3055\u304c\u5b9f\u969b\u306b\u8efd\u6e1b\u3055\u308c\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5408\u6210\u3055\u308c\u305f\u7ffb\u8a33\u304b\u3089\u30ce\u30a4\u30ba\u306e\u591a\u3044\u30c7\u30fc\u30bf\u3092\u524a\u9664\u3057\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3055\u308c\u305f\u5408\u6210\u3092\u30de\u30fc\u30b8\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.systransoft.com\/jp\/resources\/papers-and-publications\/analyzing-knowledge-distillation-in-neural-machine-translation\/\">\u7d9a\u304d<\/a><\/p>","protected":false},"featured_media":0,"template":"","class_list":["post-3284","paper","type-paper","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.systransoft.com\/jp\/wp-json\/wp\/v2\/paper\/3284","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.systransoft.com\/jp\/wp-json\/wp\/v2\/paper"}],"about":[{"href":"https:\/\/www.systransoft.com\/jp\/wp-json\/wp\/v2\/types\/paper"}],"wp:attachment":[{"href":"https:\/\/www.systransoft.com\/jp\/wp-json\/wp\/v2\/media?parent=3284"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}