{"id":3811,"date":"2022-02-09T13:01:38","date_gmt":"2022-02-09T04:01:38","guid":{"rendered":"https:\/\/www.crimsonjapan.co.jp\/blog\/?p=3811"},"modified":"2024-04-17T21:34:36","modified_gmt":"2024-04-17T12:34:36","slug":"neural-machine-translation","status":"publish","type":"post","link":"https:\/\/www.crimsonjapan.co.jp\/blog\/neural-machine-translation\/","title":{"rendered":"\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306e\u6982\u8981"},"content":{"rendered":"\n<p>\u591a\u304f\u306e\u4f01\u696d\u304c\u4e8b\u696d\u306e\u4e16\u754c\u5c55\u958b\u3092\u9032\u3081\u308b\u306b\u3064\u308c\u3001\u9ad8\u54c1\u8cea\u306a<a href=\"https:\/\/www.crimsonjapan.co.jp\">\u7ffb\u8a33\u30b5\u30fc\u30d3\u30b9<\/a>\u306b\u5bfe\u3059\u308b\u30cb\u30fc\u30ba\u306f\u98db\u8e8d\u7684\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u7ffb\u8a33\u9700\u8981\u306e\u5897\u5927\u306b\u59a5\u5f53\u306a\u8cbb\u7528\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT : Neural machine translation\uff09\u306e\u4eba\u6c17\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306f\u6587\u8108\u306b\u5fdc\u3058\u305f\u7ffb\u8a33\u304c\u53ef\u80fd\u306a\u306e\u3067\u3001\u4eba\u9593\u306e\u7ffb\u8a33\u8005\u304c\u4f5c\u6210\u3059\u308b\u6587\u7ae0\u306b\u8fd1\u3044\u3001\u8cea\u306e\u9ad8\u3044\u8a33\u6587\u306e\u4f5c\u6210\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u3068\u306f<br><\/h2>\n\n\n\n<p><a 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(opens in a new tab)\" href=\"https:\/\/www.crimsonjapan.co.jp\/blog\/where_machine_translation\" 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(opens in a new tab)\" href=\"https:\/\/www.crimsonjapan.co.jp\/blog\/machine-translation-post-editing\/\" target=\"_blank\">\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8<\/a>\u3092\u7ffb\u8a33\u8005\u306b\u4f9d\u983c\u3057\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064<a rel=\"noreferrer noopener\" 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(opens in a new tab)\" href=\"https:\/\/www.crimsonjapan.co.jp\/blog\/machinetranslationvstranslator\/\" target=\"_blank\">\u4eba\u306e\u624b\u3067\u8a33\u6587\u3092\u6574\u3048\u308b<\/a>\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u62e1\u5f35\u6027\uff08\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff09<\/strong>\uff1a\u7ffb\u8a33\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9032\u884c\u4e2d\u3001\u5f53\u521d\u306e\u60f3\u5b9a\u3088\u308a\u7bc4\u56f2\u3084\u4f5c\u696d\u91cf\u304c\u5927\u304d\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u3067\u3042\u308c\u3070\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u898f\u6a21\u62e1\u5927\u306b\u3082\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7ffb\u8a33\u5f8c\u306e\u4fee\u6b63\u3084\u6539\u5b9a\u3082\u5bb9\u6613<\/strong>\uff1a\u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u305d\u306e\u4ed6\u306e\u53c2\u8003\u8cc7\u6599\u306a\u3069\u3001\u305d\u308c\u3089\u306e\u4fee\u6b63\u3084\u6539\u8a02\u306a\u3069\u3067\u4f55\u5ea6\u3082\u7e70\u308a\u8fd4\u3057\u7ffb\u8a33\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308b\u6587\u66f8\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u6587\u66f8\u306f\u3001\u4ed6\u306e\u8a00\u8a9e\u3078\u306e\u7ffb\u8a33\u3084\u3001\u95a2\u9023\u88fd\u54c1\u3078\u306e\u8ffd\u52a0\u8a18\u8f09\u306e\u8abf\u6574\u306a\u3069\u304c\u6c42\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u3067\u3042\u308c\u3070\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\uff08\u30c7\u30fc\u30bf\uff09\u3092\u96c6\u7a4d\u3057\u3066\u304a\u304d\u3001\u5c06\u6765\u306e\u4fee\u6b63\u30fb\u6539\u5b9a\u7b87\u6240\u306e\u7ffb\u8a33\u6587\u3078\u306e\u53cd\u6620\u3092\u52b9\u7387\u5316\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u52b9\u7387\u6027\uff08\u81a8\u5927\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u7ffb\u8a33\uff09<\/strong>\uff1a\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3068\u8cea\u306e\u9ad8\u3044\u7ffb\u8a33\u4f5c\u6210\u3092\u8fc5\u901f\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3082\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306e\u5f37\u307f\u3067\u3059\u3002\u7279\u5b9a\u306e\u8a71\u984c\u306b\u3064\u3044\u3066\u3001\u5373\u6642\u306e\u767a\u4fe1\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306b\u3082\u3068\u3066\u3082\u6709\u7528\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30aa\u30f3\u30e9\u30a4\u30f3\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u696d\u52d9\u3067\u306e\u6d3b\u7528<\/strong>\uff1a\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u62c5\u5f53\u8005\u304c\u3001\u9867\u5ba2\u306e\u8981\u6c42\u3092\u8fc5\u901f\u306b\u7ffb\u8a33\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306b\u3082\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u4f01\u696d\u306f\u3053\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u306e\u8a00\u8a9e\u3067\u52b9\u679c\u7684\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u53d6\u308a\u3064\u3064\u3001\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\uff08LSP\uff09\u3078\u306e\u4f5c\u696d\u4f9d\u983c<br><\/h2>\n\n\n\n<p>\u7ffb\u8a33\u3092\u5916\u90e8\u306b\u59d4\u8a17\u3059\u308b\u5834\u5408\u3001\u9ad8\u5ea6\u306a<a href=\"https:\/\/www.crimsonjapan.co.jp\/machine-translation\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u7ffb\u8a33\u3092\u5916\u90e8\u306b\u59d4\u8a17\u3059\u308b\u5834\u5408\u3001\u9ad8\u5ea6\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u7ffb\u8a33\u4f1a\u793e\u3084\u8a00\u8a9e\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\uff08LSP\uff09\u3092\u9078\u3076\u306e\u304c\u91cd\u8981\u3067\u3059\u3002\u59d4\u8a17\u5148\u3092\u9078\u3076\u969b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u70b9\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002\n (opens in a new tab)\">\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33<\/a>\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u7ffb\u8a33\u4f1a\u793e\u3084\u8a00\u8a9e\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\uff08LSP\uff09\u3092\u9078\u3076\u306e\u304c\u91cd\u8981\u3067\u3059\u3002\u59d4\u8a17\u5148\u3092\u9078\u3076\u969b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u70b9\u306b\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<br><\/p>\n\n\n\n<ul>\n<li>\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u4f34\u3046\u60f3\u5b9a\u5916\u306e\u8ffd\u52a0\u6599\u91d1\u304c\u751f\u3058\u306a\u3044\u3088\u3046\u306b<a rel=\"noreferrer noopener\" aria-label=\"\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u4f34\u3046\u60f3\u5b9a\u5916\u306e\u8ffd\u52a0\u6599\u91d1\u304c\u751f\u3058\u306a\u3044\u3088\u3046\u306b\u660e\u6717\u306a\u6599\u91d1\u8a2d\u5b9a\u3092\u3057\u3066\u3044\u308b\u304b\u2028\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u3088\u308b\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u4f9d\u983c\u3057\u3001\u63d0\u4f9b\u3055\u308c\u305f\u7ffb\u8a33\u30b5\u30f3\u30d7\u30eb\u304c\u305d\u306e\u6848\u4ef6\u306b\u9069\u3057\u305f\u8a33\u6587\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3067\u304d\u308b\u304b\u2028\u6a5f\u68b0\u7ffb\u8a33\uff0b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u2028\u60c5\u5831\u306e\u5b88\u79d8\u7fa9\u52d9\u3092\u78ba\u4fdd\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b7\u30b9\u30c6\u30e0\u3092\u6709\u3057\u3066\u3044\u308b\u304b (opens in a new tab)\" href=\"https:\/\/www.crimsonjapan.co.jp\/translation\/rates.html\" target=\"_blank\">\u660e\u6717\u306a\u6599\u91d1\u8a2d\u5b9a<\/a>\u3092\u3057\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li>\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u3088\u308b\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u4f9d\u983c\u3057\u3001\u63d0\u4f9b\u3055\u308c\u305f\u7ffb\u8a33\u30b5\u30f3\u30d7\u30eb\u304c\u305d\u306e\u6848\u4ef6\u306b\u9069\u3057\u305f\u8a33\u6587\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3067\u304d\u308b\u304b<\/li>\n\n\n\n<li>\u6a5f\u68b0\u7ffb\u8a33\uff0b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li>\u60c5\u5831\u306e\u5b88\u79d8\u7fa9\u52d9\u3092\u78ba\u4fdd\u3067\u304d\u308b<a href=\"https:\/\/www.crimsonjapan.co.jp\/iso-certification.html\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u4f34\u3046\u60f3\u5b9a\u5916\u306e\u8ffd\u52a0\u6599\u91d1\u304c\u751f\u3058\u306a\u3044\u3088\u3046\u306b\u660e\u6717\u306a\u6599\u91d1\u8a2d\u5b9a\u3092\u3057\u3066\u3044\u308b\u304b\u2028\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u3088\u308b\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u4f9d\u983c\u3057\u3001\u63d0\u4f9b\u3055\u308c\u305f\u7ffb\u8a33\u30b5\u30f3\u30d7\u30eb\u304c\u305d\u306e\u6848\u4ef6\u306b\u9069\u3057\u305f\u8a33\u6587\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3067\u304d\u308b\u304b\u2028\u6a5f\u68b0\u7ffb\u8a33\uff0b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u2028\u60c5\u5831\u306e\u5b88\u79d8\u7fa9\u52d9\u3092\u78ba\u4fdd\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b7\u30b9\u30c6\u30e0\u3092\u6709\u3057\u3066\u3044\u308b\u304b (opens in a new tab)\">\u30c7\u30fc\u30bf\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b7\u30b9\u30c6\u30e0<\/a>\u3092\u6709\u3057\u3066\u3044\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<p>\u6280\u8853\u306e\u9032\u6b69\u306b\u4f34\u3044\u3001\u3088\u308a\u591a\u304f\u306e\u4f01\u696d\u304c\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u3092\u5229\u7528\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u4eca\u5f8c\u3082\u3055\u3089\u9032\u5316\u3057\u3066\u3044\u304f\u306e\u3067\u3001\u5e38\u306b\u6700\u65b0\u306e\u6280\u8853\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u7ffb\u8a33\u4f1a\u793e\u30fbLSP\u306b\u4f5c\u696d\u4f9d\u983c\u3057\u3001\u69d8\u3005\u306a\u7ffb\u8a33\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u529f\u306b\u3064\u306a\u3052\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u30af\u30ea\u30e0\u30be\u30f3\u30fb\u30b8\u30e3\u30d1\u30f3\u306b\u3088\u308b\u6a5f\u68b0\u7ffb\u8a33\uff0b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9\u306f\u3001<a href=\"https:\/\/www.crimsonjapan.co.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u30af\u30ea\u30e0\u30be\u30f3\u30fb\u30b8\u30e3\u30d1\u30f3\u306b\u3088\u308b\u6a5f\u68b0\u7ffb\u8a33\uff0b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 (opens in a new tab)\">\u3053\u3061\u3089<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u304f\u306e\u4f01\u696d\u304c\u4e8b\u696d\u306e\u4e16\u754c\u5c55\u958b\u3092\u9032\u3081\u308b\u306b\u3064\u308c\u3001\u9ad8\u54c1\u8cea\u306a\u7ffb\u8a33\u30b5\u30fc\u30d3\u30b9\u306b\u5bfe\u3059\u308b\u30cb\u30fc\u30ba\u306f\u98db\u8e8d\u7684\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u7ffb\u8a33\u9700\u8981\u306e\u5897\u5927\u306b\u59a5\u5f53\u306a\u8cbb\u7528\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT : Neural machine translation\uff09\u306e\u4eba\u6c17\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306f\u6587\u8108\u306b\u5fdc\u3058\u305f\u7ffb\u8a33\u304c\u53ef\u80fd\u306a\u306e\u3067\u3001\u4eba\u9593\u306e\u7ffb\u8a33\u8005\u304c\u4f5c\u6210\u3059\u308b\u6587\u7ae0\u306b\u8fd1\u3044\u3001\u8cea\u306e\u9ad8\u3044\u8a33\u6587\u306e\u4f5c\u6210\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002 \u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u3068\u306f 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\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306e\u4ed5\u7d44\u307f 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