{"id":8670,"date":"2022-08-11T07:57:04","date_gmt":"2022-08-11T07:57:04","guid":{"rendered":"https:\/\/www.evaluate.com\/%e3%82%ab%e3%83%86%e3%82%b4%e3%83%aa%e3%83%bc%e3%81%aa%e3%81%97\/ai%e3%82%92%e8%a7%a3%e6%98%8e%e3%81%99%e3%82%8b%ef%bc%9a%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e5%87%a6%e7%90%86%ef%bc%88%e5%be%8c%e7%b7%a8%ef%bc%89\/"},"modified":"2025-11-06T10:56:22","modified_gmt":"2025-11-06T10:56:22","slug":"demystifying-ai-natural-language-processing-part-two","status":"publish","type":"post","link":"https:\/\/www.evaluate.com\/ja\/blog\/demystifying-ai-natural-language-processing-part-two\/","title":{"rendered":"AI\u3092\u89e3\u660e\u3059\u308b\uff1a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08\u5f8c\u7de8\uff09"},"content":{"rendered":"<h2><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306f\u3001\u591a\u304f\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3042\u308b\u3002 \u5927\u307e\u304b\u306b\uff09\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u304b\u3092\u898b\u3066\u304d\u305f\u304c\u3001\u6b21\u306f\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9\u696d\u754c\u306b\u304a\u3051\u308b\u4e3b\u306a\u4f7f\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u8abf\u67fb\u3059\u308b\u3002<\/strong><\/h2>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignright\" src=\"https:\/\/www.evaluate.com\/wp-content\/uploads\/2024\/12\/nlp_1-scaled.jpg\" alt=\"NLP blog image\" width=\"498\" height=\"332\" \/><\/p>\n<p><a href=\"https:\/\/www.evaluate.com\/ja\/blog\/ai%e3%82%92%e8%a7%a3%e6%98%8e%e3%81%99%e3%82%8b%ef%bc%9a%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e5%87%a6%e7%90%86%ef%bc%88%e5%89%8d%e7%b7%a8%ef%bc%89\/\" rel=\"noopener\">\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u6700\u521d\u306e<\/a>\u90e8\u5206\u3067\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304c\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u306e\u304b\u3092\u898b\u3066\u304d\u305f\uff08\u3082\u3061\u308d\u3093\u3001\u30cf\u30a4\u30ec\u30d9\u30eb\u3067\uff09\u3002 \u305d\u308c\u3067\u306f\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9\u696d\u754c\u306b\u304a\u3051\u308b\u4e3b\u306a\u4f7f\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u3088\u3046\u3002<\/p>\n<p><a href=\"https:\/\/www.evaluate.com\/ja\/\" rel=\"noopener\">Evaluate\u3067\u306f<\/a>\u3001AI\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u305f\u3081\u306b\u975e\u5e38\u306b\u30af\u30fc\u30eb\u306a\u30d3\u30b8\u30cd\u30b9\u30b1\u30fc\u30b9\u306b\u9069\u7528\u3057\u3066\u304d\u307e\u3057\u305f\u3002 \u79c1\u305f\u3061\u304cNLP\u306e\u4fa1\u5024\u3092\u5b9f\u611f\u3057\u3066\u3044\u308b\u5927\u307e\u304b\u306a\u5206\u91ce\u306f\u6b21\u306e\u3068\u304a\u308a\u3060\uff1b<\/p>\n<h2><strong>\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u7814\u7a76<\/strong><\/h2>\n<ul>\n<li><strong>\u533b\u7642\u5b9f\u4f53\u306e\u8a8d\u8b58\u3068\u89e3\u6c7a\uff1a<\/strong>\u4efb\u610f\u306e\u30c6\u30ad\u30b9\u30c8\u304c\u4e0e\u3048\u3089\u308c\u308b\u3068\u3001NLP\u306f\u75c7\u72b6\u3001\u75c5\u6c17\u3001\u6cbb\u7642\u6cd5\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u533b\u7642\u5b9f\u4f53\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 Evaluate\u306e\u3088\u3046\u306a\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u3053\u308c\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u3053\u3068\u3067\u3042\u308b\u3002 \u3057\u304b\u3057\u3001\u30c8\u30d4\u30c3\u30af\u3084\u6cbb\u7642\u6cd5\u3001\u75c5\u614b\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001\u6587\u66f8\u306b\u30bf\u30b0\u3092\u4ed8\u3051\u3066\u9069\u5207\u306a\u30c1\u30fc\u30e0\u306b\u9001\u308a\u3001\u624b\u4f5c\u696d\u3067\u30ec\u30d3\u30e5\u30fc\u3084\u30c7\u30fc\u30bf\u5165\u529b\u3092\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u9069\u5207\u306a\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u30bf\u30b0\u3092\u4ed8\u3051\u3001\u53ef\u80fd\u306a\u9650\u308a\u81ea\u52d5\u5165\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u306e\u30c1\u30fc\u30e0\u3067\u306f\u8ffd\u3044\u3064\u3051\u306a\u3044\u3088\u3046\u306a\u5e45\u5e83\u3044\u60c5\u5831\u6e90\u304b\u3089\u53ce\u96c6\u3057\u305f\u3001\u3088\u308a\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u9867\u5ba2\u306b\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff01<\/li>\n<li><strong>\u533b\u7642\u77e5\u8b58\u767a\u898b\uff1a<\/strong>NLP\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u975e\u69cb\u9020\u5316\u533b\u7642\u30c6\u30ad\u30b9\u30c8\u3092\u51e6\u7406\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3068\u305d\u308c\u3089\u306e\u9593\u306e\u95a2\u4fc2\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u88dc\u5b8c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u8208\u5473\u6df1\u3044\u77e5\u8b58\u306e\u591a\u304f\u306f\u5e0c\u8584\u3067\u3001\u4eba\u9593\u306e\u3088\u3046\u306b\u4e00\u5ea6\u306b1\u3064\u306e\u6587\u66f8\u3092\u8aad\u3080\u3068\u304d\u306b\u62bd\u51fa\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3002 \u4e00\u3064\u306e\u5206\u91ce\u306b\u96c6\u4e2d\u3059\u308b\u5c02\u9580\u5bb6\u30c1\u30fc\u30e0\u3067\u3055\u3048\u3001\u65b0\u3057\u3044\u7814\u7a76\u767a\u8868\u306e\u901f\u5ea6\u306b\u8ffd\u3044\u3064\u304f\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u3002 \u3057\u304b\u3057\u3001NLP\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u9593\u306e\u95a2\u4fc2\u3092\u6c7a\u5b9a\u3057\u3001\u305d\u308c\u3089\u3092\u5206\u985e\u3057\u3001\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001\u6982\u5ff5\u9593\u306e\u30ea\u30f3\u30af\u3092\u5f62\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u305d\u306e\u7d50\u679c\u3001\u85ac\u7269\u9593\u306e\u751f\u5316\u5b66\u7684\u7d4c\u8def\u76f8\u4e92\u4f5c\u7528\u3001\u7279\u5b9a\u306e\u907a\u4f1d\u5b50\u5909\u7570\u3068\u306e\u76f8\u95a2\u95a2\u4fc2\u306a\u3069\u306e\u6982\u5ff5\u3068\u95a2\u4fc2\u306e\u77e5\u8b58\u30b0\u30e9\u30d5\u304c\u3067\u304d\u3001\u4fe1\u983c\u6027\u306e\u4f4e\u3044\u63a8\u6e2c\u7684\u306a\u77e5\u8b58\u3068\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u88cf\u4ed8\u3051\u3055\u308c\u305f\u77e5\u8b58\u3092\u6301\u3064\u3053\u3068\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<h2><strong>\u81e8\u5e8a\u5224\u65ad\u30b5\u30dd\u30fc\u30c8<\/strong><\/h2>\n<ul>\n<li><strong>\u81e8\u5e8a\u30a2\u30b5\u30fc\u30b7\u30e7\u30f3\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\uff1a<\/strong>\u81e8\u5e8a\u30a2\u30b5\u30fc\u30b7\u30e7\u30f3\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u3001\u533b\u7642\u63d0\u4f9b\u8005\u304c\u81e8\u5e8a\u8a18\u9332\u3092\u5206\u6790\u3057\u3001\u60a3\u8005\u304c\u554f\u984c\u3092\u7d4c\u9a13\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3001\u305d\u306e\u554f\u984c\u304c\u5b58\u5728\u3059\u308b\u304b\u3001\u5b58\u5728\u3057\u306a\u3044\u304b\u3001\u307e\u305f\u306f\u6761\u4ef6\u4ed8\u304d\u3067\u3042\u308b\u304b\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u30af\u30ea\u30cb\u30ab\u30eb\u30fb\u30ce\u30fc\u30c8\u3057\u304b\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u7d71\u8a08\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u60a3\u8005\u30b0\u30eb\u30fc\u30d7\u3092\u307e\u3068\u3081\u3066\u5206\u6790\u3059\u308b\u5834\u5408\u306b\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/li>\n<li><strong>\u533b\u5b66\u7684\u306b\u9069\u5207\u306a\u8fd4\u7b54\u3084\u8cea\u554f\u306e\u63d0\u6848\uff1a<\/strong>\u3053\u308c\u306f\u3001\u60a3\u8005\u3068\u4f1a\u8a71\u3057\u3066\u3044\u308b\u533b\u5e2b\u306b\u5bfe\u3057\u3066\u3001\u8fd4\u7b54\u3084\u8cea\u554f\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u305d\u306e\u63d0\u6848\u306b\u306f\u3001\u8a00\u8a9e\u7684\u3001\u6587\u8108\u7684\u306b\u610f\u5473\u304c\u3042\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u533b\u5b66\u7684\u59a5\u5f53\u6027\u3082\u5fc5\u8981\u3067\u3042\u308b\u3002<\/li>\n<\/ul>\n<h2><strong>\u81e8\u5e8a\u8a66\u9a13\u30de\u30c3\u30c1\u30f3\u30b0<\/strong><\/h2>\n<p>\u65b0\u85ac\u3084\u30ef\u30af\u30c1\u30f3\u306e\u81e8\u5e8a\u8a66\u9a13\u3092\u5b9f\u65bd\u3059\u308b\u305f\u3081\u306b\u9069\u5207\u306a\u60a3\u8005\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u306f\u3001\u7279\u306b\u85ac\u304c\u3088\u308a\u7279\u6b8a\u5316\u3057\u3001\u6a19\u7684\u304c\u7d5e\u3089\u308c\u3066\u3044\u304f\u306b\u3064\u308c\u3066\u3001\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u56f0\u96e3\u306a\u8ab2\u984c\u3068\u306a\u308a\u3046\u308b\u3002 NLP\u3092\u642d\u8f09\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u30d3\u30b8\u30e7\u30f3\u30fb\u30c4\u30fc\u30eb\u306f\u3001\u533b\u7642\u5c02\u9580\u5bb6\u306e\u305d\u306e\u4f5c\u696d\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u3053\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u591a\u6570\u306e\u60a3\u8005\u306e\u904e\u53bb\u306e\u533b\u7642\u8a18\u9332\u3092\u7d20\u65e9\u304f\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u304b\u3089\u3001\u6cbb\u9a13\u306b\u53c2\u52a0\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u6700\u8fd1\u3001\u30a8\u30d0\u30ea\u30e5\u30a8\u30a4\u30c8\u3067NLP\u306b\u3064\u3044\u3066\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u884c\u3063\u305f\u3068\u304d\u3001\u6700\u521d\u306b\u805e\u304b\u308c\u305f\u8cea\u554f\u306e\u3072\u3068\u3064\u304c\u300c\u3053\u308c\u306f\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u3082\u306e\u3060\u3063\u305f\u3002 NLP\u306f\u3001\u4ed6\u306eML\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u540c\u69d8\u306b\u3001\u72ec\u81ea\u306e\u6f5c\u5728\u7684\u306a\u30d0\u30a4\u30a2\u30b9\u3084\u502b\u7406\u7684\u306a\u61f8\u5ff5\u3001\u7279\u306b\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u95a2\u3059\u308b\u61f8\u5ff5\u3092\u6301\u3063\u3066\u3044\u308b\u304c\u3001\u305d\u308c\u306f\u5b9f\u969b\u306b\u610f\u601d\u6c7a\u5b9a\u3092\u3057\u3066\u3044\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4ee3\u308f\u308a\u306b\u60c5\u5831\u3092\u8981\u7d04\u3057\u3001\u5f8c\u3067\u4eba\u3005\u304c\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u5e83\u3052\u3066\u3044\u308b\u3002 \u3053\u306e\u3088\u3046\u306b\u3001AI\u30b7\u30b9\u30c6\u30e0\u304c\u4eba\u9593\u3068\u76f8\u4e57\u52b9\u679c\u3092\u767a\u63ee\u3057\u3066\u3044\u308b\u6700\u826f\u306e\u4f8b\u306e\u3072\u3068\u3064\u3067\u3042\u308b\u3002 AI\u306e\u3059\u3079\u3066\u306e\u5fdc\u7528\u3068\u540c\u69d8\u3001\u305d\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u4eba\u9593\u306e\u52aa\u529b\u3092\u4ee3\u66ff\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4eba\u9593\u306e\u52aa\u529b\u3092\u88dc\u52a9\u3059\u308b\u3082\u306e\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002 \u533b\u7642\u73fe\u5834\u3001\u7279\u306b\u81e8\u5e8a\u8a66\u9a13\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u306f\u3001\u91cd\u8981\u306a\u6c7a\u5b9a\u304c\u6b63\u3057\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u3001\u5e38\u306b\u4eba\u9593\u306b\u3088\u308b\u691c\u8a3c\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002 \u3057\u304b\u3057\u3001AI\u304c\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304b\u3089\u60a3\u8005\u3078\u306e\u65b0\u6cbb\u7642\u306e\u9053\u7b4b\u3092\u65e9\u3081\u308b\u306e\u306b\u5f79\u7acb\u3064\u306e\u3067\u3042\u308c\u3070\u3001<a href=\"https:\/\/www.evaluate.com\/ja\/solutions\/evaluate-omnium\/\" 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