{"id":478103,"date":"2023-08-09T09:27:27","date_gmt":"2023-08-09T09:27:27","guid":{"rendered":""},"modified":"2023-09-05T11:16:03","modified_gmt":"2023-09-05T11:16:03","slug":"natural-language-generation-nlg","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/jp\/wiki\/natural-language-generation-nlg\/","title":{"rendered":"\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG)"},"content":{"rendered":"<p>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306f\u3001\u4eba\u5de5\u77e5\u80fd (AI) \u3068\u8a08\u7b97\u8a00\u8a9e\u5b66\u306e\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u3042\u308a\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u81ea\u7136\u8a00\u8a9e\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u9769\u65b0\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4e00\u8cab\u6027\u304c\u3042\u308a\u3001\u8868\u73fe\u529b\u304c\u3042\u308a\u3001\u6587\u8108\u7684\u306b\u95a2\u9023\u6027\u306e\u3042\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u7269\u8a9e\u306b\u5909\u63db\u3059\u308b\u6a5f\u80fd\u306b\u3088\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u5927\u304d\u306a\u6ce8\u76ee\u3092\u96c6\u3081\u3001\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u8d77\u6e90\u306e\u6b74\u53f2\u3068\u305d\u308c\u306b\u3064\u3044\u3066\u306e\u6700\u521d\u306e\u8a00\u53ca\u3002<\/h2>\n<p>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u8d77\u6e90\u306f\u3001\u7814\u7a76\u8005\u3084\u8a00\u8a9e\u5b66\u8005\u304c\u4eba\u9593\u306e\u8a00\u8a9e\u3092\u7406\u89e3\u3057\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u8a08\u7b97\u30e2\u30c7\u30eb\u3092\u5b9f\u9a13\u3057\u3066\u3044\u305f 1960 \u5e74\u4ee3\u521d\u982d\u306b\u9061\u308a\u307e\u3059\u3002NLG \u304c\u521d\u3081\u3066\u8a00\u53ca\u3055\u308c\u305f\u306e\u306f\u30011964 \u5e74\u306b Daniel Bobrow \u304c\u884c\u3063\u305f\u7814\u7a76\u3067\u3059\u3002\u5f7c\u306f\u3001\u65b9\u7a0b\u5f0f\u3092\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u8aac\u660e\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u4ee3\u6570\u306e\u6587\u7ae0\u554f\u984c\u3092\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u300cSTUDENT\u300d\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306b\u95a2\u3059\u308b\u8a73\u7d30\u60c5\u5831\u3002\u30c8\u30d4\u30c3\u30af\u300c\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG)\u300d\u306e\u62e1\u5f35\u3002<\/h2>\n<p>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u6280\u8853\u306f\u3001\u6d17\u7df4\u3055\u308c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u5f37\u529b\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3092\u53d6\u308a\u5165\u308c\u3066\u3001\u6570\u5341\u5e74\u306b\u308f\u305f\u3063\u3066\u5927\u304d\u304f\u9032\u5316\u3057\u3066\u304d\u307e\u3057\u305f\u3002NLG \u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u8907\u6570\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30b3\u30f3\u30c6\u30f3\u30c4\u4f01\u753b<\/strong>: \u3053\u306e\u521d\u671f\u6bb5\u968e\u3067\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u5165\u529b\u30c7\u30fc\u30bf\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u3001\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306b\u542b\u3081\u308b\u60c5\u5831\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u8868\u73fe\u3059\u308b\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u95a2\u4fc2\u3092\u8b58\u5225\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6587\u66f8\u306e\u69cb\u9020\u5316<\/strong>NLG \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u9078\u629e\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4e00\u8cab\u3057\u305f\u69cb\u9020\u306b\u7de8\u6210\u3057\u3001\u60c5\u5831\u306e\u6d41\u308c\u3068\u8ad6\u7406\u7684\u306a\u914d\u7f6e\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/strong>\u3053\u306e\u6bb5\u968e\u3067\u3001NLG \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u6587\u6cd5\u898f\u5247\u3001\u69cb\u6587\u3001\u8a00\u8a9e\u898f\u5247\u306b\u5f93\u3063\u3066\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u4eba\u9593\u304c\u8aad\u3081\u308b\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8a00\u8a9e\u5b9f\u73fe<\/strong>: \u3053\u306e\u6700\u5f8c\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u304c\u81ea\u7136\u3067\u6d41\u66a2\u306b\u805e\u3053\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u307e\u3059\u3002\u76ee\u7684\u306e\u30b9\u30bf\u30a4\u30eb\u3084\u30c8\u30fc\u30f3\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u5358\u8a9e\u3001\u30d5\u30ec\u30fc\u30ba\u3001\u8868\u73fe\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>NLG \u306f\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30e2\u30fc\u30c9\u3067\u52d5\u4f5c\u3067\u304d\u307e\u3059\u3002NLG \u6280\u8853\u306e\u9078\u629e\u306f\u3001\u30bf\u30b9\u30af\u306e\u8907\u96d1\u3055\u3068\u5fc5\u8981\u306a\u51fa\u529b\u54c1\u8cea\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u5185\u90e8\u69cb\u9020\u3002\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u4ed5\u7d44\u307f\u3002<\/h2>\n<p>NLG \u30b7\u30b9\u30c6\u30e0\u306e\u5185\u90e8\u69cb\u9020\u306f\u3001\u6b21\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u5165\u529b\u30c7\u30fc\u30bf<\/strong>: \u3053\u308c\u306b\u306f\u3001NLG \u30b7\u30b9\u30c6\u30e0\u304c\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u8868\u73fe\u306a\u3069\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u77e5\u8b58\u30d9\u30fc\u30b9<\/strong>NLG \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8a00\u8a9e\u30ea\u30bd\u30fc\u30b9\u3001\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u7528\u8a9e\u3001\u304a\u3088\u3073\u6587\u6cd5\u898f\u5247\u3092\u542b\u3080\u77e5\u8b58\u30d9\u30fc\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8a9e\u5f59\u3068\u69cb\u6587\u898f\u5247<\/strong>: \u3053\u308c\u3089\u306e\u8981\u7d20\u306f\u3001NLG \u30b7\u30b9\u30c6\u30e0\u306b\u8a9e\u5f59\u3068\u6587\u6cd5\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u8a00\u8a9e\u306e\u5b9f\u73fe\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30b3\u30f3\u30c6\u30f3\u30c4\u30d7\u30e9\u30f3\u30ca\u30fc<\/strong>: \u30b3\u30f3\u30c6\u30f3\u30c4 \u30d7\u30e9\u30f3\u30ca\u30fc\u306f\u3001\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306b\u542b\u3081\u308b\u95a2\u9023\u60c5\u5831\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c6\u30ad\u30b9\u30c8\u30d7\u30e9\u30f3\u30ca\u30fc<\/strong>: \u3053\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u69cb\u6210\u3068\u4e00\u8cab\u6027\u3092\u6c7a\u5b9a\u3057\u3066\u3001\u4e00\u8cab\u3057\u305f\u7269\u8a9e\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30b5\u30fc\u30d5\u30a7\u30b9\u30ea\u30a2\u30e9\u30a4\u30b6\u30fc<\/strong>: \u30b5\u30fc\u30d5\u30a7\u30b9 \u30ea\u30a2\u30e9\u30a4\u30b6\u30fc\u306f\u3001\u6587\u6cd5\u3001\u69cb\u6587\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8003\u616e\u3057\u3066\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u8a08\u753b\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4eba\u9593\u304c\u8aad\u3081\u308b\u6587\u7ae0\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>NLG \u30d7\u30ed\u30bb\u30b9\u306f\u8907\u96d1\u3067\u3042\u308a\u3001\u6700\u65b0\u306e NLG \u30b7\u30b9\u30c6\u30e0\u3067\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u9069\u5fdc\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u304c\u7d44\u307f\u8fbc\u307e\u308c\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u4e3b\u306a\u6a5f\u80fd\u306e\u5206\u6790\u3002<\/h2>\n<p>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306b\u306f\u3001\u5f37\u529b\u3067\u4fa1\u5024\u306e\u3042\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u3059\u308b\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3<\/strong>NLG \u306f\u30c6\u30ad\u30b9\u30c8 \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3057\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u969b\u306e\u6642\u9593\u3068\u52b4\u529b\u3092\u7bc0\u7d04\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/strong>: NLG \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u60c5\u5831\u3067\u500b\u3005\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u5fdc\u3059\u308b\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: NLG \u306f\u3001\u54c1\u8cea\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u3001\u9ad8\u3044\u9700\u8981\u306b\u5fdc\u3048\u308b\u305f\u3081\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u3092\u52b9\u7387\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e00\u8cab\u6027<\/strong>NLG \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c1\u30e3\u30cd\u30eb\u306b\u308f\u305f\u3063\u3066\u8a00\u8a9e\u306e\u4f7f\u7528\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u306e\u4e00\u8cab\u6027\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u8a00\u8a9e\u6a5f\u80fd<\/strong>: \u9ad8\u5ea6\u306a NLG \u30b7\u30b9\u30c6\u30e0\u306f\u8907\u6570\u306e\u8a00\u8a9e\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30a8\u30e9\u30fc\u306e\u524a\u6e1b<\/strong>: \u624b\u52d5\u306b\u3088\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u3092\u6392\u9664\u3059\u308b\u3053\u3068\u3067\u3001NLG \u306f\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u306b\u304a\u3051\u308b\u4eba\u70ba\u7684\u30a8\u30e9\u30fc\u306e\u53ef\u80fd\u6027\u3092\u6e1b\u3089\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u7a2e\u985e<\/h2>\n<p>NLG \u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30bf\u30a4\u30d7\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u822c\u7684\u306a NLG \u306e\u30bf\u30a4\u30d7\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30bf\u30a4\u30d7<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306eNLG<\/td>\n<td>\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u306b\u306f\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30eb\u30fc\u30eb\u3068\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30d9\u30fc\u30b9\u306e NLG<\/td>\n<td>\u4e8b\u524d\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u5909\u6570\u60c5\u5831\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u7d71\u8a08\u7684\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/td>\n<td>\u7d71\u8a08\u30e2\u30c7\u30eb\u306b\u4f9d\u5b58\u3057\u3066\u81ea\u7136\u8a00\u8a9e\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9NLG<\/td>\n<td>\u8907\u6570\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u3088\u308a\u5805\u7262\u306a NLG \u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0NLG<\/td>\n<td>\u8a00\u8a9e\u751f\u6210\u306b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u4f7f\u7528\u65b9\u6cd5\u3001\u4f7f\u7528\u306b\u95a2\u9023\u3059\u308b\u554f\u984c\u3068\u305d\u306e\u89e3\u6c7a\u7b56\u3002<\/h2>\n<h3>NLG\u306e\u5fdc\u7528:<\/h3>\n<ul>\n<li>\n<p><strong>\u81ea\u52d5\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210<\/strong>: NLG \u306f\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3001\u88fd\u54c1\u8aac\u660e\u3001\u8ca1\u52d9\u30ec\u30dd\u30fc\u30c8\u306a\u3069\u3092\u751f\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u624b\u52d5\u3067\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u6027\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30d3\u30b8\u30cd\u30b9\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9<\/strong>NLG \u306f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u3092\u89e3\u91c8\u3057\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u6d1e\u5bdf\u3068\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u610f\u601d\u6c7a\u5b9a\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/strong>\uff1aNLG \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u4eee\u60f3\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u4eba\u9593\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u30e6\u30fc\u30b6\u30fc\u3068\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8a00\u8a9e\u7ffb\u8a33<\/strong>: NLG \u306f\u3001\u3042\u308b\u8a00\u8a9e\u304b\u3089\u5225\u306e\u8a00\u8a9e\u3078\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u81ea\u52d5\u7ffb\u8a33\u3092\u652f\u63f4\u3057\u3001\u591a\u8a00\u8a9e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<h3>\u554f\u984c\u3068\u89e3\u6c7a\u7b56:<\/h3>\n<ul>\n<li>\n<p><strong>\u6587\u8108\u306e\u7406\u89e3<\/strong>: NLG \u30b7\u30b9\u30c6\u30e0\u304c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3001\u6b63\u78ba\u3067\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u9069\u3057\u305f\u5fdc\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u306f\u3001\u4f9d\u7136\u3068\u3057\u3066\u8ab2\u984c\u3067\u3059\u3002\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u3001\u9ad8\u5ea6\u306a NLP \u30e2\u30c7\u30eb\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u57cb\u3081\u8fbc\u307f\u306e\u4f7f\u7528\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c8\u30fc\u30f3\u3068\u30b9\u30bf\u30a4\u30eb<\/strong>: NLG \u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u9069\u5207\u306a\u30c8\u30fc\u30f3\u3068\u6587\u4f53\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u5b9a\u306e\u30b9\u30bf\u30a4\u30eb \u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u5fae\u8abf\u6574\u3059\u308b\u3068\u3001\u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u54c1\u8cea<\/strong>: \u5165\u529b\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u304c\u60aa\u3044\u3068\u3001\u8aa4\u3063\u305f\u51fa\u529b\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3068\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u502b\u7406\u7684\u61f8\u5ff5<\/strong>: NLG \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8aa4\u3063\u305f\u60c5\u5831\u3084\u504f\u3063\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210\u3092\u9632\u3050\u305f\u3081\u306e\u502b\u7406\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u5f93\u3063\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>\u4e3b\u306a\u7279\u5fb4\u3084\u305d\u306e\u4ed6\u306e\u985e\u4f3c\u7528\u8a9e\u3068\u306e\u6bd4\u8f03\u3092\u8868\u3084\u30ea\u30b9\u30c8\u306e\u5f62\u5f0f\u3067\u793a\u3057\u307e\u3059\u3002<\/h2>\n<h3>NLG \u3068 NLP \u304a\u3088\u3073 NLU \u306e\u6bd4\u8f03:<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u5074\u9762<\/th>\n<th>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG)<\/th>\n<th>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 (NLP)<\/th>\n<th>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3 (NLU)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30b4\u30fc\u30eb<\/td>\n<td>\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b<\/td>\n<td>\u4eba\u9593\u306e\u8a00\u8a9e\u3092\u51e6\u7406\u304a\u3088\u3073\u5206\u6790\u3059\u308b<\/td>\n<td>\u8a00\u8a9e\u3092\u7406\u89e3\u3057\u3066\u89e3\u91c8\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u51fa\u529b<\/td>\n<td>\u30c6\u30ad\u30b9\u30c8\u306b\u3088\u308b\u7269\u8a9e<\/td>\n<td>\u6d1e\u5bdf\u3001\u8981\u7d04\u3001\u5206\u6790<\/td>\n<td>\u62bd\u51fa\u3055\u308c\u305f\u610f\u5473\u307e\u305f\u306f\u610f\u56f3<\/td>\n<\/tr>\n<tr>\n<td>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c9\u30e1\u30a4\u30f3<\/td>\n<td>\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/td>\n<td>\u611f\u60c5\u5206\u6790\u3001\u7ffb\u8a33<\/td>\n<td>\u610f\u56f3\u8a8d\u8b58\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/td>\n<\/tr>\n<tr>\n<td>\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30d5\u30a9\u30fc\u30ab\u30b9<\/td>\n<td>\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/td>\n<td>NLP \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u30e2\u30c7\u30eb<\/td>\n<td>\u610f\u56f3\u8a8d\u8b58\u30e2\u30c7\u30eb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306b\u95a2\u9023\u3059\u308b\u5c06\u6765\u306e\u5c55\u671b\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3002<\/h2>\n<p>\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306e\u5c06\u6765\u306f\u6709\u671b\u3067\u3042\u308a\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u958b\u767a\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u9ad8\u5ea6\u306aNLP\u30e2\u30c7\u30eb<\/strong>: NLG \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8a00\u8a9e\u306e\u7406\u89e3\u3068\u751f\u6210\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306a\u3069\u3001\u3088\u308a\u9ad8\u5ea6\u306a NLP \u30e2\u30c7\u30eb\u3092\u7d71\u5408\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u72b6\u6cc1\u306b\u5fdc\u3058\u305f\u9069\u5fdc<\/strong>NLG \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u5fdc\u3058\u305f\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebNLG<\/strong>: NLG \u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u753b\u50cf\u3084\u30d3\u30c7\u30aa\u306a\u3069\u306e\u4ed6\u306e\u5f62\u5f0f\u306e\u30e1\u30c7\u30a3\u30a2\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u3088\u308a\u6ca1\u5165\u578b\u3067\u8868\u73fe\u529b\u8c4a\u304b\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0NLG<\/strong>: \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 NLG \u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5373\u6642\u4f5c\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30e9\u30a4\u30d6 \u30a4\u30d9\u30f3\u30c8\u306e\u30ec\u30dd\u30fc\u30c8\u3084\u9867\u5ba2\u3068\u306e\u3084\u308a\u53d6\u308a\u304c\u5f37\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u502b\u7406\u7684NLG<\/strong>: \u502b\u7406\u7684\u306a\u914d\u616e\u306f\u3001\u516c\u5e73\u3067\u4fe1\u983c\u3067\u304d\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u307f\u51fa\u3059 NLG \u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u3092\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u3068\u95a2\u9023\u4ed8\u3051\u308b\u65b9\u6cd5\u3002<\/h2>\n<p>\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u7279\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u901a\u4fe1\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3057\u305f\u308a\u3001NLG \u306b\u95a2\u9023\u4ed8\u3051\u305f\u308a\u3067\u304d\u308b\u3044\u304f\u3064\u304b\u306e\u65b9\u6cd5\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u30c7\u30fc\u30bf\u53ce\u96c6<\/strong>: \u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f Web \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u51e6\u7406\u3057\u3001NLG \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210\u306b\u5fc5\u8981\u306a\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u95a2\u9023\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/strong>: \u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u533f\u540d\u6027\u3092\u3055\u3089\u306b\u5f37\u5316\u3057\u3001NLG \u30b7\u30b9\u30c6\u30e0\u3092\u6f5c\u5728\u7684\u306a\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u304b\u3089\u4fdd\u8b77\u3057\u3001\u30e6\u30fc\u30b6\u30fc \u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0<\/strong>: \u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001NLG \u8981\u6c42\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3057\u3001\u30d4\u30fc\u30af\u4f7f\u7528\u6642\u306e\u52b9\u7387\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u3068\u30b9\u30e0\u30fc\u30ba\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>IP\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3<\/strong>: \u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f IP \u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5bb9\u6613\u306b\u3057\u3001IP \u30d9\u30fc\u30b9\u306e\u5236\u9650\u3092\u9632\u304e\u3001NLG \u30bf\u30b9\u30af\u306e\u30c7\u30fc\u30bf\u306e\u7d99\u7d9a\u7684\u306a\u30d5\u30ed\u30fc\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5730\u7406\u4f4d\u7f6e\u60c5\u5831\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0<\/strong>: \u5730\u7406\u7684\u4f4d\u7f6e\u306e\u7570\u306a\u308b\u30d7\u30ed\u30ad\u30b7 \u30b5\u30fc\u30d0\u30fc\u306f\u3001\u7279\u5b9a\u306e\u5730\u57df\u3084\u8a00\u8a9e\u306b\u5408\u308f\u305b\u3066 NLG \u51fa\u529b\u3092\u30c6\u30b9\u30c8\u304a\u3088\u3073\u8abf\u6574\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001\u81ea\u7136\u8a00\u8a9e\u751f\u6210 (NLG) \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u89e3\u91c8\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u305f\u753b\u671f\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u3059\u3002 AI \u3068 NLP \u306e\u7d99\u7d9a\u7684\u306a\u9032\u6b69\u306b\u4f34\u3044\u3001NLG \u306f\u60c5\u5831\u3068\u306e\u3084\u308a\u53d6\u308a\u306e\u65b9\u6cd5\u3092\u518d\u69cb\u7bc9\u3057\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u9b45\u529b\u7684\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u672a\u6765\u3078\u306e\u9053\u3092\u5207\u308a\u958b\u304f\u614b\u52e2\u3092\u6574\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u95a2\u9023\u30ea\u30f3\u30af<\/h2>\n<ul>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Natural_language_generation\" target=\"_new\" rel=\"noopener nofollow\">NLG: \u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2<\/a><\/li>\n<li><a href=\"https:\/\/www.ibm.com\/cloud\/learn\/natural-language-generation\" target=\"_new\" rel=\"noopener nofollow\">NLG\u521d\u5fc3\u8005\u30ac\u30a4\u30c9<\/a> (IBM Cloud Learn)<\/li>\n<li><a href=\"https:\/\/www.springboard.com\/library\/artificial-intelligence\/natural-language-generation\/\" target=\"_new\" rel=\"noopener nofollow\">AI\u306b\u304a\u3051\u308b\u81ea\u7136\u8a00\u8a9e\u751f\u6210<\/a> (\u30b9\u30d7\u30ea\u30f3\u30b0\u30dc\u30fc\u30c9AI\u30e9\u30a4\u30d6\u30e9\u30ea)<\/li>\n<\/ul>","protected":false},"featured_media":468985,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478103","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Natural Language Generation (NLG) - Empowering Communication with Automated Text Generation<\/mark>","faq_items":[{"question":"What is Natural Language Generation (NLG)?","answer":"<p>Natural Language Generation (NLG) is an innovative AI technology that automates the process of generating human-like text from structured data. It transforms data into coherent and contextually relevant narratives, making it a powerful tool for content creation and communication.<\/p>"},{"question":"How did Natural Language Generation (NLG) originate?","answer":"<p>The roots of NLG can be traced back to the 1960s when researchers first experimented with computational models for language generation. The first mention of NLG is attributed to Daniel Bobrow in 1964, who developed the \"STUDENT\" program capable of solving algebra word problems by converting them into natural language explanations.<\/p>"},{"question":"How does Natural Language Generation (NLG) work?","answer":"<p>NLG systems comprise several components, including content planning, document structuring, text generation, and language realization. It uses structured data, a knowledge base, lexicon, and syntax rules to convert data into coherent human-readable text.<\/p>"},{"question":"What are the key features of Natural Language Generation (NLG)?","answer":"<p>NLG offers automation, personalization, scalability, consistency, multilingual capabilities, and error reduction. It efficiently generates vast amounts of content while maintaining quality and adhering to user preferences.<\/p>"},{"question":"What types of Natural Language Generation (NLG) exist?","answer":"<p>NLG comes in various types, including rule-based, template-based, statistical, hybrid, and deep learning NLG. Each type serves different purposes and is suitable for various applications.<\/p>"},{"question":"How can Natural Language Generation (NLG) be used?","answer":"<p>NLG finds applications in automated content creation, business intelligence, chatbots, virtual assistants, and language translation, streamlining various processes and enhancing user experience.<\/p>"},{"question":"What are some common challenges and solutions related to NLG usage?","answer":"<p>NLG faces challenges related to contextual understanding, tone and style, data quality, and ethical concerns. These challenges can be addressed through advanced NLP models, fine-tuning, data preprocessing, and ethical guidelines.<\/p>"},{"question":"How does Natural Language Generation (NLG) compare with NLP and NLU?","answer":"<p>NLG focuses on generating human-like text, while Natural Language Processing (NLP) analyzes language, and Natural Language Understanding (NLU) comprehends and interprets language. Each has unique applications and technology focuses.<\/p>"},{"question":"What are the future perspectives of Natural Language Generation (NLG)?","answer":"<p>The future of NLG is promising, with advancements expected in NLP models, contextual adaptation, multimodal NLG, real-time capabilities, and ethical considerations.<\/p>"},{"question":"How are proxy servers associated with Natural Language Generation (NLG)?","answer":"<p>Proxy servers support NLG applications by handling data collection, ensuring security and privacy, load balancing, IP rotations, and facilitating geolocation targeting. They play a crucial role in enhancing NLG performance and efficiency.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/478103","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/wiki\/478103\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media\/468985"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/jp\/wp-json\/wp\/v2\/media?parent=478103"}],"curies":[{"name":"\u3046\u30fc\u3093","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}