{"id":27793,"date":"2021-04-02T05:41:55","date_gmt":"2021-04-02T04:41:55","guid":{"rendered":"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/testing-your-bot-with-nlp\/"},"modified":"2021-04-02T10:01:02","modified_gmt":"2021-04-02T09:01:02","slug":"testing-your-bot-with-nlp","status":"publish","type":"post","link":"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/testing-your-bot-with-nlp\/","title":{"rendered":"\u767a\u8a71\u30c6\u30b9\u30c8"},"content":{"rendered":"<section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div 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decoding=\"async\" class=\"alignnone size-full wp-image-21904\" src=\"\/wp-content\/uploads\/sites\/22\/multiple-matches.png\" alt=\"\" width=\"1366\" height=\"768\" srcset=\"https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/multiple-matches.png 1366w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/multiple-matches-300x169.png 300w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/multiple-matches-1024x576.png 1024w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" 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https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/no-match-1024x576.png 1024w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/a><\/li>\n<\/ul>\n<\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3><span class=\"ez-toc-section\" id=\"%E3%82%A8%E3%83%B3%E3%83%86%E3%82%A3%E3%83%86%E3%82%A3%E3%81%AE%E4%B8%80%E8%87%B4\"><\/span>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u4e00\u81f4<span 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ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/analyze-results.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-21907\" src=\"\/wp-content\/uploads\/sites\/22\/analyze-results.png\" alt=\"\" width=\"1366\" height=\"768\" srcset=\"https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/analyze-results.png 1366w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/analyze-results-300x169.png 300w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/analyze-results-1024x576.png 1024w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/a><\/p>\n<p>\u524d\u8ff0\u306e\u3088\u3046\u306b\u3001Kore.ai 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class=\"alert alert-info\"><b>\u6ce8\u610f<\/b>\uff1aNLP\u30b9\u30b3\u30a2\u306f\u7d76\u5bfe\u5024\u3067\u3042\u308a\u3001\u540c\u3058\u5165\u529b\u3092\u6301\u3064\u4ed6\u306e\u30bf\u30b9\u30af\u3068\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u306e\u307f\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u30bf\u30b9\u30af\u30b9\u30b3\u30a2\u306f\u3001\u7570\u306a\u308b\u767a\u8a71\u9593\u3067\u6bd4\u8f03\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/div>\n<p>\u5404\u30e2\u30c7\u30eb\u30c0\u30a4\u30a2\u30ed\u30b0\u3067\u53f3\u4e0a\u306e\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u5bfe\u5fdc\u3059\u308b\u30a8\u30f3\u30b8\u30f3\u306e\u8a2d\u5b9a\u3068\u3057\u304d\u3044\u5024\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/testntrain-thresholds.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-21319\" src=\"\/wp-content\/uploads\/sites\/22\/testntrain-thresholds.png\" alt=\"\" width=\"800\" height=\"714\" srcset=\"https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-thresholds.png 800w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-thresholds-300x268.png 300w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB\"><\/span>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3092\u30bf\u30b9\u30af\u30e9\u30d9\u30eb\u304a\u3088\u3073\u5404\u30bf\u30b9\u30af\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u767a\u8a71\u3068\u4e00\u81f4\u3055\u305b\u3088\u3046\u3068\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u304c\u8907\u6570\u306e\u6587\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u5404\u6587\u306f\u30bf\u30b9\u30af\u540d\u3068\u30bf\u30b9\u30af\u306e\u767a\u8a71\u306b\u5bfe\u3057\u3066\u500b\u5225\u306b\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001NLP\u5206\u6790\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u958b\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30dd\u30b8\u30c6\u30a3\u30d6\u30b9\u30b3\u30a2\u3092\u78ba\u4fdd\u3057\u305f\u30bf\u30b9\u30af\u306e\u540d\u524d\u306e\u307f\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u4e00\u822c\u306b\u3001\u30bf\u30b9\u30af\u306b\u8ffd\u52a0\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u767a\u8a71\u306e\u6570\u304c\u591a\u3044\u307b\u3069\u767a\u898b\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"\/docs\/bots\/nlp\/user-utterances\/?lang=ja\" target=\"_blank\" rel=\"noopener noreferrer\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/analysis-ML.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-13034 alignnone\" src=\"\/wp-content\/uploads\/sites\/22\/analysis-ML.png\" alt=\"\" width=\"827\" height=\"624\" \/><\/a><\/p>\n<\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3><span class=\"ez-toc-section\" id=\"FM%E3%83%A2%E3%83%87%E3%83%AB\"><\/span><b>FM\u30e2\u30c7\u30eb<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u306f\u5225\u306bBot\u5185\u306e\u5404\u30bf\u30b9\u30af\u306f\u3001\u30bf\u30b9\u30af\u540d\u3001\u540c\u7fa9\u8a9e\u3001\u30d1\u30bf\u30fc\u30f3\u306e\u3055\u307e\u3056\u307e\u306a\u7d44\u307f\u5408\u308f\u305b\u3092\u542b\u3080\u5305\u62ec\u7684\u306a\u30ab\u30b9\u30bf\u30e0NLP\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306b\u5bfe\u3057\u3066\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30df\u30fc\u30cb\u30f3\u30b0\uff08FM\uff09\u30e2\u30c7\u30eb\u30bf\u30d6\u306b\u306f\u3001Bot\u5185\u306e\u3059\u3079\u3066\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u5206\u6790\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30bf\u30d6\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u5404\u30bf\u30b9\u30af\u306e\u30b9\u30b3\u30a2\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\u51e6\u7406\u6e08\u307f\u306e\u767a\u8a71<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u304c\u3069\u306e\u3088\u3046\u306b\u5206\u6790\u304a\u3088\u3073\u51e6\u7406\u3055\u308c\u305f\u304b\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30ea\u30ea\u30fc\u30b97.2\u4ee5\u964d\u3067\u306f\u3001FM\u30a8\u30f3\u30b8\u30f3\u306fBot\u306e\u8a00\u8a9e\u306b\u5fdc\u3058\u30662\u3064\u306e\u65b9\u6cd5\u3067\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u30a2\u30d7\u30ed\u30fc\u30c11<\/strong>\uff1a\u30c9\u30a4\u30c4\u8a9e\u3068\u30d5\u30e9\u30f3\u30b9\u8a9e\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u5358\u8a9e\u5206\u6790<\/strong>\u8981\u7d20\u3067\u306f\u3001\u539f\u8a9e\u3001\u666e\u904d\u7684\u306a\u54c1\u8a5e\u3001\u5f93\u5c5e\u95a2\u4fc2\u3001\u95a2\u9023\u8a9e\u306b\u95a2\u3057\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001\u51e6\u7406\u6e08\u307f\u306e\u5404\u30a4\u30f3\u30c6\u30f3\u30c8\u3054\u3068\u306b<strong>\u30b9\u30b3\u30a2\u8a73\u7d30<\/strong>\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\uff08\u4e00\u81f4\u307e\u305f\u306f\u524a\u9664\uff09\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u5404\u5358\u8a9e\u306e\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u8a73\u7d30\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u767a\u8a71\u3055\u308c\u305f\u5358\u8a9e\u3068\u3001\u4f9d\u5b58\u95a2\u4fc2\u306e\u89e3\u6790\u306b\u57fa\u3065\u3044\u3066\u305d\u308c\u305e\u308c\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u30b9\u30b3\u30a2\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<p><a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/FMModel_ge.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-22882\" src=\"\/wp-content\/uploads\/sites\/22\/FMModel_ge.png\" alt=\"\" width=\"801\" height=\"715\" \/><\/a><\/p>\n<\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>\u30a2\u30d7\u30ed\u30fc\u30c12<\/strong>\uff1a\u4e0a\u8a18\u4ee5\u5916\u306e\u8a00\u8a9e\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u5358\u8a9e\u5206\u6790<\/strong>\u8981\u7d20\u3067\u306f\u3001\u539f\u8a9e\u3001\u6587\u4e2d\u3067\u306e\u5f79\u5272\u3001\u51e6\u7406\u6e08\u307f\u306e\u5358\u8a9e\uff08\u30b9\u30da\u30eb\u4fee\u6b63\u306e\u5834\u5408\uff09\u306b\u95a2\u3057\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001\u51e6\u7406\u6e08\u307f\u306e\u5404\u30a4\u30f3\u30c6\u30f3\u30c8\u3054\u3068\u306b<strong>\u30b9\u30b3\u30a2\u8a73\u7d30<\/strong>\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\uff08\u4e00\u81f4\u307e\u305f\u306f\u524a\u9664\uff09\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u5404\u5358\u8a9e\u306e\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u8a73\u7d30\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u5185\u8a33\u306e\u8a73\u7d30\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/FMModel_en.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-22885\" src=\"\/wp-content\/uploads\/sites\/22\/FMModel_en.png\" alt=\"\" width=\"803\" height=\"717\" \/><\/a><\/p>\n<ul>\n<li>\u5358\u8a9e\u4e00\u81f4\uff1a\u30bf\u30b9\u30af\u540d\u307e\u305f\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30bf\u30b9\u30af\u306e\u767a\u8a71\u306b\u4e00\u81f4\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306e\u5358\u8a9e\u6570\u306b\u4e0e\u3048\u3089\u308c\u308b\u30b9\u30b3\u30a2\u3067\u3059\u3002<\/li>\n<li>\u5358\u8a9e\u306e\u7bc4\u56f2\uff1a\u30bf\u30b9\u30af\u540d\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u3001\u767a\u8a71\u3001\u540c\u7fa9\u8a9e\u306a\u3069\u3001\u30bf\u30b9\u30af\u5185\u306e\u5168\u4f53\u7684\u306a\u5358\u8a9e\u3068\u4e00\u81f4\u3059\u308b\u5358\u8a9e\u306e\u5272\u5408\u3092\u793a\u3059\u30b9\u30b3\u30a2\u3067\u3059\u3002<\/li>\n<li>\u6b63\u78ba\u306a\u5358\u8a9e\uff1a\u540c\u7fa9\u8a9e\u3067\u306f\u306a\u304f\u3001\u5b8c\u5168\u306b\u4e00\u81f4\u3057\u305f\u5358\u8a9e\u306e\u6570\u306b\u5bfe\u3057\u3066\u4e0e\u3048\u3089\u308c\u308b\u30b9\u30b3\u30a2\u3067\u3059\u3002<\/li>\n<li>\u30dc\u30fc\u30ca\u30b9\n<ul>\n<li>\u6587\u306e\u69cb\u9020\uff1a\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306e\u6587\u69cb\u9020\u3068\u4e00\u81f4\u3057\u305f\u5834\u5408\u306b\u30dc\u30fc\u30ca\u30b9\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/li>\n<li>\u5358\u8a9e\u306e\u4f4d\u7f6e\uff1a\u6587\u4e2d\u3067\u306e\u4f4d\u7f6e\u306b\u57fa\u3065\u3044\u3066\u5358\u8a9e\u306b\u4e0e\u3048\u3089\u308c\u308b\u30b9\u30b3\u30a2\u306f\u3001\u6587\u306e\u5148\u982d\u306e\u65b9\u306b\u6765\u308b\u500b\u3005\u306e\u5358\u8a9e\u304c\u512a\u5148\u3057\u3066\u30b9\u30b3\u30a2\u3092\u5f97\u3089\u308c\u307e\u3059\u3002\u5358\u8a9e\u304c\u6587\u982d\u306b\u8fd1\u3044\u5834\u5408\u306f\u3001\u8ffd\u52a0\u7684\u306a\u30af\u30ec\u30b8\u30c3\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/li>\n<li>\u30aa\u30fc\u30c0\u30fc\u30dc\u30fc\u30ca\u30b9\uff1a\u30bf\u30b9\u30af\u30e9\u30d9\u30eb\u3068\u540c\u3058\u30aa\u30fc\u30c0\u30fc\u306e\u5358\u8a9e\u6570\u306b\u30dc\u30fc\u30ca\u30b9\u304c\u4e0e\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n<li>\u5f79\u5272\u30dc\u30fc\u30ca\u30b9\uff1a\u4e00\u6b21\u304a\u3088\u3073\u4e8c\u6b21\u7684\u5f79\u5272\uff08\u4e3b\u8a9e\/\u52d5\u8a5e\/\u76ee\u7684\u8a9e\uff09\u304c\u4e00\u81f4\u3057\u3066\u3044\u308b\u6570\u306b\u5fdc\u3058\u3066\u30dc\u30fc\u30ca\u30b9\u304c\u4e0e\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n<li>\u30b9\u30d7\u30ec\u30c3\u30c9\u30dc\u30fc\u30ca\u30b9\uff1a\u30d1\u30bf\u30fc\u30f3\u5185\u306e\u6700\u521d\u3068\u6700\u5f8c\u306b\u4e00\u81f4\u3057\u305f\u5358\u8a9e\u306e\u4f4d\u7f6e\u306e\u5dee\u306b\u4e0e\u3048\u3089\u308c\u308b\u30dc\u30fc\u30ca\u30b9\u3067\u3059\u3002\u5dee\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u30b9\u30b3\u30a2\u306f\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u30da\u30ca\u30eb\u30c6\u30a3\uff1a\u30bf\u30b9\u30af\u540d\u306e\u524d\u306b\u8907\u6570\u306e\u30d5\u30ec\u30fc\u30ba\u304c\u3042\u308b\u5834\u5408\u3001\u307e\u305f\u306f\u30bf\u30b9\u30af\u30e9\u30d9\u30eb\u306e\u9014\u4e2d\u306b\u63a5\u7d9a\u8a5e\u304c\u3042\u308b\u5834\u5408\u306b\u30da\u30ca\u30eb\u30c6\u30a3\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3><span class=\"ez-toc-section\" id=\"%E3%83%8A%E3%83%AC%E3%83%83%E3%82%B8%E3%82%B0%E3%83%A9%E3%83%95\"><\/span><b>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Bot\u304c\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306f\u7528\u8a9e\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u51e6\u7406\u3055\u308c\u3001\u95a2\u9023\u3059\u308b\u30d1\u30b9\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002\u4e8b\u524d\u8a2d\u5b9a\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u308b\u7528\u8a9e\u6570\u3092\u542b\u3080\u3059\u3079\u3066\u306e\u30d1\u30b9\u306f\u3001\u3055\u3089\u306b\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u5019\u88dc\u30ea\u30b9\u30c8\u306b\u5165\u308c\u3089\u308c\u307e\u3059\u3002100\uff05\u306e\u7528\u8a9e\u304c\u30ab\u30d0\u30fc\u3055\u308c\u3001\u30d1\u30b9\u5185\u306b\u985e\u4f3c\u306eFAQ\u304c\u3042\u308b\u30d1\u30b9\u306f\u3001\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u3068\u898b\u306a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u767a\u8a71\u304c\u30c0\u30a4\u30a2\u30ed\u30b0\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u5834\u5408\uff08\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3067\u30c0\u30a4\u30a2\u30ed\u30b0\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u306a\u3069\uff09\u3001<em>\u4e00\u81f4\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8<\/em>\u304a\u3088\u3073<em>\u4e00\u81f4\u3057\u305f\u767a\u8a71<\/em>\u3068\u3057\u3066\u540c\u3058\u3082\u306e\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<a href=\"#Training_the_Bot\">\u4ee5\u4e0b\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30af\u30b7\u30e7\u30f3<\/a>\u3067\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u307e\u305f\u306fFM\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u5834\u5408\u3068\u540c\u3058\u3088\u3046\u306b\u3001Bot\u3092\u3055\u3089\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"\/docs\/bots\/nlp\/knowledge-graph\/?lang=ja\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3053\u304b\u3089\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u8a73\u7d30\u3092\u3054\u89a7\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n<p><a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/testntrain-kg.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-21910\" src=\"\/wp-content\/uploads\/sites\/22\/testntrain-kg.png\" alt=\"\" width=\"1366\" height=\"768\" srcset=\"https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-kg.png 1366w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-kg-300x169.png 300w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-kg-1024x576.png 1024w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/a><\/p>\n<\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3><span class=\"ez-toc-section\" id=\"%E3%83%A9%E3%83%B3%E3%82%AD%E3%83%B3%E3%82%B0%E3%81%8A%E3%82%88%E3%81%B3%E8%A7%A3%E6%B1%BA\"><\/span><b>\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a\u306f\u3001NLP\u8a08\u7b97\u5168\u4f53\u306e\u6700\u7d42\u7684\u306a\u52dd\u8005\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u307e\u305f\u306f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u3044\u305a\u308c\u304b\u304c\u5b8c\u5168\u4e00\u81f4\u3092\u898b\u3064\u3051\u305f\u5834\u5408\u3001\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a\u306f\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u305b\u305a\u3001\u4e00\u81f4\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u3068\u3057\u3066\u8868\u793a\u3057\u307e\u3059\u3002\u5b8c\u5168\u4e00\u81f4\u304c\u8907\u6570\u3042\u308b\u5834\u5408\u3067\u3082\u3001\u958b\u767a\u8005\u304c\u9078\u629e\u3067\u304d\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a\u306f\u3001\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30df\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u30663\u3064\u306e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u7279\u5b9a\u3055\u308c\u305f\u4ed6\u306e\u3059\u3079\u3066\u306e\u512a\u308c\u305f\u4e00\u81f4\u3068\u4e0d\u78ba\u304b\u306a\u4e00\u81f4\u3092\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u5f8c\u306b\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u6700\u7d42\u30b9\u30b3\u30a2\u304c\u7279\u5b9a\u306e\u3057\u304d\u3044\u5024\u3092\u8d85\u3048\u308b\u3068\u3001\u305d\u308c\u3082\u4e00\u81f4\u3068\u898b\u306a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a\u30bf\u30d6\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u8a73\u7d30\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/testntrain-randr.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-21324\" src=\"\/wp-content\/uploads\/sites\/22\/testntrain-randr.png\" alt=\"\" width=\"800\" height=\"716\" srcset=\"https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-randr.png 800w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-randr-300x269.png 300w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<p>\u4e00\u81f4\u3057\u305f\u767a\u8a71\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u4e00\u81f4\u3057\u305f\u30e9\u30f3\u30ad\u30f3\u30b0\u3068\u8a73\u7d30\u3092\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/testntrain-matchedutt.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-21325\" src=\"\/wp-content\/uploads\/sites\/22\/testntrain-matchedutt.png\" alt=\"\" width=\"800\" height=\"716\" srcset=\"https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-matchedutt.png 800w, https:\/\/multisite.korebots.com\/v9-0\/wp-content\/uploads\/sites\/22\/testntrain-matchedutt-300x269.png 300w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<p>Bot\u8a00\u8a9e\u306b\u5fdc\u3058\u3066\u3001\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u30e2\u30c7\u30eb\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5358\u8a9e\u306e\u5f79\u5272\u3001\u6587\/\u5358\u8a9e\u306e\u4f4d\u7f6e\u3001\u8a9e\u9806\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u4f9d\u5b58\u95a2\u4fc2\u306e\u89e3\u6790\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\uff08\u30c9\u30a4\u30c4\u8a9e\u3068\u30d5\u30e9\u30f3\u30b9\u8a9e\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\uff09\u3002<\/li>\n<\/ul>\n<p>3\u3064\u306e\u30a8\u30f3\u30b8\u30f3\u304c\u7570\u306a\u308b\u660e\u78ba\u306a\u4e00\u81f4\u306e\u53ef\u80fd\u6027\u3092\u8fd4\u3059\u5834\u5408\u306e\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a\u306b\u3088\u308b<strong>\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u524a\u9664<\/strong>\u306e\u57fa\u6e96\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u3001\u65e5\u4ed8\u3001\u6570\u5b57\u306a\u3069\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5024\u306b\u57fa\u3065\u3044\u3066\u4e00\u81f4\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u306f\u524a\u9664\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u5b8c\u5168\u4e00\u81f4\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u30013\u3064\u306e\u30a8\u30f3\u30b8\u30f3\u306e\u3044\u305a\u308c\u304b\u306b\u3088\u3063\u3066\u7279\u5b9a\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u4e00\u81f4\u306e\u53ef\u80fd\u6027\u304c\u524a\u9664\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u3067\u3053\u308c\u3088\u308a\u524d\u306b\u5225\u306e\u5b8c\u5168\u4e00\u81f4\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306b2\u3064\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u969b\u306f\u5b8c\u5168\u4e00\u81f4\u306f\u524a\u9664\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u30d5\u30e9\u30a4\u30c8\u3092\u4e88\u7d04\u3057\u3066\u304b\u3089\u30bf\u30af\u30b7\u30fc\u3092\u4e88\u7d04\u3059\u308b\u300d\u306f\u300c\u30d5\u30e9\u30a4\u30c8\u306e\u4e88\u7d04\u300d\u3068\u300c\u30bf\u30af\u30b7\u30fc\u306e\u4e88\u7d04\u300d\u306b\u4e00\u81f4\u3057\u307e\u3059\u304c\u3001\u300c\u30d5\u30e9\u30a4\u30c8\u306e\u4e88\u7d04\u300d\u306b\u7d9a\u3044\u3066\u3044\u308b\u300c\u30bf\u30af\u30b7\u30fc\u306e\u4e88\u7d04\u300d\u304c\u524a\u9664\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u5b8c\u5168\u306a\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u4e00\u81f4\u306b\u7d9a\u304f\u30a4\u30f3\u30c6\u30f3\u30c8\u30d1\u30bf\u30fc\u30f3\u306e\u4e00\u81f4\u306f\u524a\u9664\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u30e1\u30fc\u30eb\u3092\u9001\u4fe1\u3059\u308b\u30bf\u30b9\u30af\u3092\u4f5c\u6210\u3059\u308b\u300d\u3068\u3044\u3046\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306f\u3001\u300c\u30bf\u30b9\u30af\u3092\u4f5c\u6210\u3059\u308b\u300d\u3068\u300c\u30e1\u30fc\u30eb\u3092\u9001\u4fe1\u3059\u308b\u300d\u3068\u3044\u3046\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u4e00\u81f4\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u300c\u30e1\u30fc\u30eb\u3092\u9001\u4fe1\u3059\u308b\u300d\u306f\u300c\u30bf\u30b9\u30af\u3092\u4f5c\u6210\u3059\u308b\u300d\u3068\u3044\u3046\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u7d9a\u304f\u305f\u3081\u524a\u9664\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u30b9\u30b3\u30a2\u304c\u3001\u3057\u304d\u3044\u5024\u3068\u8a2d\u5b9a\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8a2d\u5b9a\u3055\u308c\u305f\u6700\u5c0f\u5024\u3092\u4e0b\u56de\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u306f\u524a\u9664\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u30cd\u30ac\u30c6\u30a3\u30d6\u30d1\u30bf\u30fc\u30f3\u306b\u4e00\u81f4\u3059\u308b\u5b8c\u5168\u4e00\u81f4\u3002<\/li>\n<li>\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u524d\u63d0\u6761\u4ef6\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u306a\u3044\u30a4\u30f3\u30c6\u30f3\u30c8\u306f\u524a\u9664\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u5b8c\u5168\u4e00\u81f4\u304c\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u30a8\u30f3\u30b8\u30f3\u306eSearch In Answer\u304b\u3089\u306e\u3082\u306e\u3067\u3042\u308a\u3001\u4ed6\u306b\u3082\u4e00\u81f4\u3059\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u3042\u308b\u5834\u5408\u3002<\/li>\n<\/ul>\n<\/div><\/div><div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2><span class=\"ez-toc-section\" id=\"Bot%E3%81%AE%E3%83%88%E3%83%AC%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0\"><\/span>Bot\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u3042\u308bBot\u306e\u30bf\u30b9\u30af\u307e\u305f\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u5225\u306eBot\u30bf\u30b9\u30af\u3088\u308a\u3082\u512a\u5148\u3055\u305b\u308b\u305f\u3081\u306b\u3001NLP\u30a8\u30f3\u30b8\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u65b9\u6cd5\u3067\u3059\u3002\u8003\u3048\u3089\u308c\u308b\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u3068\u5165\u529b\u306b\u3064\u3044\u3066Bot\u3092\u30c6\u30b9\u30c8\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Bot%E3%81%AE%E3%83%88%E3%83%AC%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0-2\"><\/span>Bot\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\u30e6\u30fc\u30b6\u30fc\u767a\u8a71\u3092\u5165\u529b\u3057\u305f\u5f8c\u3001\u30c6\u30b9\u30c8\u7d50\u679c\u306b\u5fdc\u3058\u3066\u6b21\u306e\u3044\u305a\u308c\u304b\u3092\u5b9f\u884c\u3057\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u958b\u304d\u307e\u3059\u3002\n<ul>\n<li><b>\u4e00\u81f4\u306e\u306a\u3044\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u5834\u5408<\/b>\uff1a<b>\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u9078\u629e<\/b>\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30ea\u30b9\u30c8\u304b\u3089\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u3068\u4e00\u81f4\u3055\u305b\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li><b>\u8907\u6570\u306e\u4e00\u81f4\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u3042\u308b\u5834\u5408<\/b>\uff1a\u4e00\u81f4\u3055\u305b\u305f\u3044\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u30e9\u30b8\u30aa\u30dc\u30bf\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li><b>\u5358\u4e00\u306e\u4e00\u81f4\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u3042\u308b\u5834\u5408<\/b>\uff1a\u4e00\u81f4\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u540d\u524d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5165\u529b\u3057\u305f\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u304c<i>\u6a5f\u68b0\u5b66\u7fd2\u767a\u8a71<\/i>\u30bb\u30af\u30b7\u30e7\u30f3\u4e0b\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u767a\u8a71\u3092\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u8ffd\u52a0\u3059\u308b\u306b\u306f\u3001<b>\u4fdd\u5b58\u3057\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u5fc5\u8981\u306a\u6570\u306e\u767a\u8a71\u3092\u6b21\u3005\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"\/docs\/bots\/nlp\/user-utterances\/?lang=ja\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><i>\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u540c\u7fa9\u8a9e<\/i>\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30bf\u30b9\u30af\u540d\u306e\u5404\u5358\u8a9e\u304c\u500b\u5225\u306e\u9805\u76ee\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u5358\u8a9e\u306e\u540c\u7fa9\u8a9e\u3092\u5165\u529b\u3057\u3066\u3001NLP\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u30fc\u304c\u6b63\u3057\u3044\u30bf\u30b9\u30af\u3092\u8a8d\u8b58\u3059\u308b\u7cbe\u5ea6\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"\/docs\/bots\/nlp\/fundamental-meaning\/?lang=ja#Managing_Synonyms\">\u540c\u7fa9\u8a9e\u306e\u7ba1\u7406<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><i>\u30a4\u30f3\u30c6\u30f3\u30c8\u30d1\u30bf\u30fc\u30f3<\/i>\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u30bf\u30b9\u30af\u30d1\u30bf\u30fc\u30f3\u3092\u5165\u529b\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"\/docs\/bots\/nlp\/fundamental-meaning\/?lang=ja#Managing_Patterns\">\u30d1\u30bf\u30fc\u30f3\u306e\u7ba1\u7406<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/li>\n<li>\u95a2\u9023\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u9805\u76ee\u306e\u4f5c\u6210\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001<b>\u767a\u8a71\u306e\u518d\u5b9f\u884c<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u9ad8\u3044\u4fe1\u983c\u30b9\u30b3\u30a2\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u6539\u5584\u3055\u308c\u305f\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<br \/>\n<a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/training.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-13032 size-full alignnone\" src=\"\/wp-content\/uploads\/sites\/22\/training.jpg\" alt=\"\" width=\"949\" height=\"691\" \/><\/a><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"FAQ%E3%81%A7%E3%81%AE%E3%83%88%E3%83%AC%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0\"><\/span>FAQ\u3067\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<span 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