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\u305d\u3057\u3066\u3001\u4eba\u9593\u306e\u8133\u306e\u5b66\u7fd2\u51e6\u7406\u3092\u6a21\u3057\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT\uff09\u3002\u5b9f\u52d9\u7ffb\u8a33\u306b\u304a\u3044\u3066\u3001\u7ffb\u8a33\u652f\u63f4\u30c4\u30fc\u30eb\uff08CAT\u30c4\u30fc\u30eb\uff09\u3084\u6a5f\u68b0\u7ffb\u8a33\uff08Machine Translation; MT\uff09\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7ffb\u8a33\u52b9\u7387\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002\u7279\u306b\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306f\u7ffb\u8a33\u7cbe\u5ea6\u304c\u683c\u6bb5\u306b\u9032\u6b69\u3057\u3066\u304a\u308a\u3001\u5229\u7528\u304c\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u3067\u3082\u3001\u3055\u307e\u3056\u307e\u306a\u3068\u3053\u308d\u3067\u4eba\u9593\u306e\u7ffb\u8a33\u8005\u306b\u3057\u304b\u3067\u304d\u306a\u3044\u90e8\u5206\u304c\u6b8b\u3055\u308c\u3066\u3044\u308b\u3068\u8ff0\u3079\u3089\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u4eba\u9593\u306e\u8133\u306b\u304a\u3051\u308b\u96fb\u6c17\u7684\u306a\u52d5\u304d\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u518d\u73fe\u3067\u304d\u308b\u3068\u3057\u3066\u3082\u3001\u307e\u3060\u4eba\u9593\u306e\u8133\u3068\u540c\u3058\u7ffb\u8a33\u7d50\u679c\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3059\u3002\u3053\u308c\u3060\u3051IT\u6280\u8853\u304c\u9032\u3093\u3060\u306e\u306b\u3001\u306a\u305c\u306a\u306e\u3067\u3057\u3087\u3046\uff1f<\/p>\n
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\u6025\u901f\u306b\u30b0\u30ed\u30fc\u30d0\u30eb\u5316\u304c\u9032\u307f\u3001\u307e\u3059\u307e\u3059\u7ffb\u8a33\u306e\u30cb\u30fc\u30ba\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u73fe\u4ee3\u306b\u304a\u3051\u308b\u7ffb\u8a33\u306b\u306f\u3001\u54c1\u8cea\u30fb\u30b3\u30b9\u30c8\u30fb\u30b9\u30d4\u30fc\u30c9\uff08\u7d0d\u671f\uff09\u304c\u6c42\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u6a5f\u68b0\u7ffb\u8a33\u306f\u73fe\u6642\u70b9\u3067\u65e2\u306b\u30b3\u30b9\u30c8\u3068\u30b9\u30d4\u30fc\u30c9\u3067\u4eba\u9593\u306e\u7ffb\u8a33\u8005\u3092\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059\u3002\u6b8b\u3055\u308c\u305f\u54c1\u8cea\u306b\u3064\u3044\u3066\u3001\u3069\u3053\u307e\u3067\u91cd\u8996\u3059\u308b\u304b\u306f\u7ffb\u8a33\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u7528\u9014\u6b21\u7b2c\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d3\u30b8\u30cd\u30b9\u30e1\u30fc\u30eb\u306e\u7ffb\u8a33\u306f\u5185\u5bb9\u304c\u7406\u89e3\u3067\u304d\u308b\u30ec\u30d9\u30eb\u306b\u306a\u3063\u3066\u3044\u308c\u3070\u554f\u984c\u306a\u3044\u3068\u5224\u65ad\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u4e00\u65b9\u3001\u88fd\u54c1\u306e\u89e3\u8aac\u66f8\u306a\u3069\u306f\u30e6\u30fc\u30b6\u30fc\u304c\u9069\u5207\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u6b63\u78ba\u304b\u3064\u5206\u304b\u308a\u3084\u3059\u304f\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b\u3068\u3044\u3063\u305f\u5177\u5408\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u3001\u524d\u8005\u306f\u6a5f\u68b0\u7ffb\u8a33\u3067\u3082\u5bfe\u5fdc\u304c\u53ef\u80fd\u3067\u3057\u3087\u3046\u3002\u5f8c\u8005\u306e\u3001\u300c\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u308f\u304b\u308a\u3084\u3059\u3044\u89e3\u8aac\u300d\u306f\u3001\u4eba\u9593\u306e\u7ffb\u8a33\u8005\u306e\u8155\u306e\u898b\u305b\u3069\u3053\u308d\u3067\u3059\u3002\u4eba\u9593\u306f\u3001\u300c\u81ea\u5206\u304c\u3053\u306e\u89e3\u8aac\u66f8\u3092\u898b\u305f\u3068\u304d\u306b\u3001\u3069\u3046\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u308f\u304b\u308a\u3084\u3059\u3044\u306e\u304b\u300d\u3092\u8003\u3048\u3066\u7ffb\u8a33\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002\u7ffb\u8a33\u306b\u6c42\u3081\u3089\u308c\u308b3\u3064\u306e\u8a55\u4fa1\u57fa\u6e96\uff08\u54c1\u8cea\u30fb\u30b3\u30b9\u30c8\u30fb\u30b9\u30d4\u30fc\u30c9\uff09\u304c\u5909\u308f\u308b\u3053\u3068\u306f\u8003\u3048\u306b\u304f\u3044\u4ee5\u4e0a\u3001\u7ffb\u8a33\u8005\u306f\u7ffb\u8a33\u6280\u8853\u306e\u5909\u5316\u306b\u8ffd\u5f93\u3057\u3064\u3064\u3001\u7ffb\u8a33\u8005\uff08\u4eba\u9593\uff09\u306a\u3089\u3067\u306f\u306e\u7ffb\u8a33\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u30b9\u30ad\u30eb\u3092\u78e8\u304b\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n
\u7ffb\u8a33\u8005\u3068\u3057\u3066\u3001\u3069\u306e\u3088\u3046\u306a\u30b9\u30ad\u30eb\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u304f\u304b\u3092\u8003\u3048\u308b\u3068\u304d\u3001\u3042\u308b\u3044\u306f\u8a00\u8a9e\u3092\u5b66\u7fd2\u3059\u308b\u3068\u304d\u3001\u81ea\u5206\u306e\u8133\u304c\u3069\u306e\u3088\u3046\u306b\u8a00\u8a9e\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u306e\u304b\u60f3\u50cf\u3057\u3066\u307f\u308b\u306e\u3082\u9762\u767d\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u7ffb\u8a33\u5b66\u3001\u8a00\u8a9e\u51e6\u7406\u7814\u7a76\u306e\u8996\u70b9\u304b\u3089\u4eba\u9593\u306e\u8133\u306e\u50cd\u304d\u3092\u63a2\u308b\u5c71\u7530\u6559\u6388\u306e\u7814\u7a76\u306b\u304a\u3044\u3066\u3001\u4eca\u5f8c\u3069\u3093\u306a\u3053\u3068\u304c\u5206\u304b\u3063\u3066\u304f\u308b\u304b\u3082\u697d\u3057\u307f\u3067\u3059\u3002 \u30d0\u30a4\u30ea\u30f3\u30ac\u30eb\u306a\u4eba\u304c\u7ffb\u8a33\u3082\u3067\u304d\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u8a00\u8a9e\u304c\u5f97\u610f\u306a\u4eba\u306f\u305f\u304f\u3055\u3093\u3044\u307e\u3059\u304c\u3001\u3059\u3079\u3066\u306e\u4eba\u304c\u512a\u79c0\u306a\u7ffb\u8a33\u8005\u306b\u306a\u308c\u308b\u3068\u3082\u8a00\u3048\u307e\u305b\u3093\u3002\u8a00\u8a9e\u3092\u8a71\u3059\u3053\u3068\u3068\u7ffb\u8a33\u3059\u308b\u3053\u3068\u2015\u2015\u4eba\u9593\u306e\u982d\u306e\u4e2d\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u4f55\u304b\u9055\u3044\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u4f55\u304c\u7ffb\u8a33\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u308b\u306e\u304b\uff1f\u4e0d\u601d\u8b70\u3067\u3059\u3002 \u305d\u3057\u3066\u3001\u4eba\u9593\u306e\u8133\u306e\u5b66\u7fd2\u51e6\u7406\u3092\u6a21\u3057\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT\uff09\u3002\u5b9f\u52d9\u7ffb\u8a33\u306b\u304a\u3044\u3066\u3001\u7ffb\u8a33\u652f\u63f4\u30c4\u30fc\u30eb\uff08CAT\u30c4\u30fc\u30eb\uff09\u3084\u6a5f\u68b0\u7ffb\u8a33\uff08Machine Translation; 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