{"id":5221,"date":"2023-02-08T16:00:16","date_gmt":"2023-02-08T07:00:16","guid":{"rendered":"https:\/\/mobilus.co.jp\/lab\/?p=5221"},"modified":"2025-03-03T11:17:16","modified_gmt":"2025-03-03T02:17:16","slug":"nlp2","status":"publish","type":"post","link":"https:\/\/mobilus.co.jp\/lab\/chat-support\/nlp2\/","title":{"rendered":"chatGPT3\u7b49\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u3092\u7528\u3044\u305f\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u73fe\u5834\u3067\u306e\u6d3b\u7528\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb"},"content":{"rendered":"\n<p>\uff1c2021\u5e745\u670826\u65e5\u21d22023\u5e742\u67088\u65e5\u66f4\u65b0\uff1e <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>2023\u5e741\u6708\u73fe\u5728\u3001OpenAI\u304c2022\u5e7411\u6708\u306b\u516c\u958b\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001<strong>ChatGPT<\/strong>\u304c\u4e16\u754c\u7684\u306b\u8a71\u984c\u3092\u547c\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>OpenAI\u306b\u3088\u308bGPT-3.5\u30d5\u30a1\u30df\u30ea\u30fc\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30d9\u30fc\u30b9\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308bChatGPT\u3067\u3059\u304c\u3001\u4eca\u56de\u306e\u30b3\u30e9\u30e0\u3067\u306f\u904e\u53bb\u306e\u8a18\u4e8b\u3092\u3082\u3068\u306b\u3001<strong>\u305d\u3082\u305d\u3082GPT\u306a\u3069\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u30e2\u30c7\u30eb\u306e\u9032\u5316\u5168\u4f53\u3084\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3068\u306e\u95a2\u308f\u308a<\/strong>\u306b\u3064\u3044\u3066\u6574\u7406\u3057\u306a\u304c\u3089\u3001\u3053\u306eGPT\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3082\u6539\u3081\u3066\u89e3\u8aac\u3092\u3057\u3066\u3044\u3063\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306b\u3064\u3044\u3066\u306f\u3001\u5206\u304b\u308b\u3088\u3046\u3067\u5206\u304b\u3089\u306a\u3044\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u4eca\u8d77\u304d\u3066\u3044\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u9032\u5316\u3068\u3001\u5b9f\u969b\u306e\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u73fe\u5834\u3067\u306e\u6d3b\u7528\u306e\u3055\u308c\u65b9\u306b\u3064\u3044\u3066\u4eca\u4e00\u5ea6\u6574\u7406\u3092\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-background\" style=\"background-color:#f3f6f8\"><b>ChatGTP\u306f\u696d\u52d9\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u304b\uff1f<\/b> <br>\u696d\u52d9\u3067\u306eChatGPT\u5229\u7528\u52d5\u5411\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u3092\u7121\u6599\u3067\u516c\u958b\u4e2d\uff01<\/p>\n\n\n\n<div class=\"is-horizontal is-content-justification-center is-layout-flex wp-container-1 wp-block-buttons custom-buttons-01\">\n<div class=\"wp-block-button\" id=\"nlp2_gpt-report-ctlg_01\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mobilus.co.jp\/lab\/trend\/gpt-usagetrends-report\/\" style=\"background-color:#2a7f62\">\u7121\u6599\u3067\u8abf\u67fb\u8cc7\u6599\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<\/a><\/div>\n<\/div>\n\n\n\n<h2><strong>\u305d\u3082\u305d\u3082\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u306f\u4f55\uff1f<\/strong><\/h2>\n\n\n\n<p><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08Natural Language Processing=NLP\uff09<\/strong>\u3068\u306f\u3001\u4eba\u9593\u304c\u4e92\u3044\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u305f\u3081\u306b\u81ea\u7136\u306b\u767a\u751f\u3057\u305f\u8a00\u8a9e\u3001\u4f8b\u3048\u3070\u65e5\u672c\u8a9e\u3084\u82f1\u8a9e\u306a\u3069\u306e\u300c\u81ea\u7136\u8a00\u8a9e\u300d\u3068\u3001\u81ea\u7136\u8a00\u8a9e\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u7406\u89e3\u30fb\u51e6\u7406\u3055\u305b\u308b\u4e00\u9023\u306e\u6280\u8853\u3092\u610f\u5473\u3059\u308b\u300c\u51e6\u7406\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u8a00\u8449\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u73fe\u5834\u3067\u306f<strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u8a00\u8a9e\u7ffb\u8a33\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3084\u5206\u6790\u3001\u611f\u60c5\u5206\u6790\u306a\u3069\u306e\u7528\u9014\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b<\/strong>\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u6b74\u53f2\u306f\u5b9f\u306f\u9577\u304f\u300120\u4e16\u7d00\u521d\u982d\u307e\u3067\u3055\u304b\u306e\u307c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u521d\u671f\u306f1900\u5e74\u4ee3\u306b\u78ba\u7387\u8ad6\u3084\u7d71\u8a08\u5b66\u306e\u7814\u7a76\u304b\u3089\u59cb\u307e\u308a\u307e\u3057\u305f\u304c\u30012000\u5e74\u4ee3\u306b\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u767b\u5834\u3067\u3001\u3088\u308a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u306a\u304c\u3089\u6027\u80fd\u5411\u4e0a\u3084\u7d71\u8a08\u7684\u624b\u6cd5\u306e\u7528\u9014\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3057\u3066\u3001<strong>2010\u5e74\u4ee3\u306e\u7b2c3\u6b21AI\u30d6\u30fc\u30e0<\/strong>\u3068\u547c\u3070\u308c\u308b\u6642\u671f\u304b\u3089\u3001<strong>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/strong>\u3084<strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/strong>\u306b\u3088\u3063\u3066\u98db\u8e8d\u7684\u306b\u767a\u5c55\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2><strong>2010\u5e74\u4ee5\u964d\u306eNLP\u306e\u9032\u5316<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"921\" src=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u8fd1\u4ee3\u306b\u304a\u3051\u308bNLP-1600x921.jpg\" alt=\"\" class=\"wp-image-5222\" srcset=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u8fd1\u4ee3\u306b\u304a\u3051\u308bNLP-1600x921.jpg 1600w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u8fd1\u4ee3\u306b\u304a\u3051\u308bNLP-800x461.jpg 800w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u8fd1\u4ee3\u306b\u304a\u3051\u308bNLP-768x442.jpg 768w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u8fd1\u4ee3\u306b\u304a\u3051\u308bNLP.jpg 1902w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><figcaption class=\"wp-element-caption\">\u8fd1\u5e74\u306b\u65bc\u3051\u308bNLP\u306e\u9032\u5316<\/figcaption><\/figure>\n\n\n\n<p>NLP\u30e2\u30c7\u30eb\u304c\u6025\u901f\u306b\u9032\u5316\u3092\u59cb\u3081\u305f\u306e\u304c\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u6d3b\u7528\u3055\u308c\u59cb\u3081\u305f2011\u5e74\u5f8c\u534a\u3067\u3059\u3002\u305d\u3057\u3066\u30012017\u5e74\u306b\u51fa\u3066\u304d\u305f<strong>Transformer<\/strong>\u304c\u4e00\u3064\u306e\u5951\u6a5f\u306b\u306a\u3063\u3066\u767a\u5c55\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u3055\u3089\u306b\u4e0a\u304c\u3063\u305f\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u8aac\u3067\u306fAI\u306e\u6d3b\u7528\u306b\u304a\u3051\u308b<strong>\u753b\u50cf\u8a8d\u8b58\u3084\u97f3\u58f0\u8a8d\u8b58<\/strong>\u306e\u7814\u7a76\u304c\u5148\u884c\u3057\u3066\u9032\u307f\u3001\u305d\u308c\u304c\u3072\u3068\u6bb5\u843d\u3057\u305f\u3053\u306e2017\u5e74\u524d\u5f8c\u306e\u6642\u671f\u306b\u3001NLP\u306b\u30ea\u30bd\u30fc\u30b9\u304c\u6ce8\u304c\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u3044\u3046\u8a71\u3082\u3042\u308a\u307e\u3059\uff08\u203b\u8af8\u8aac\u3042\u308a\uff09\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3050\u3089\u3044\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u3042\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u308b\u306e\u304cTransformer\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u305d\u306e\u5f8c<strong>\u300cTransformer\u306e\u9032\u5316\u7cfb\u300d<\/strong>\u3068\u3057\u3066\u3001<strong>BERT<\/strong>\u3084<strong>GPT<\/strong>\u3068\u3044\u3063\u305f\u6d3e\u751f\u30e2\u30c7\u30eb\u304c\u51fa\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2><strong>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u696d\u754c\u3067\u306eNLP\u6d3b\u7528\u306e\u73fe\u5728\u5730<\/strong><\/h2>\n\n\n\n<p>\u3055\u3066\u3001\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3001\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u306e\u5206\u91ce\u3067NLP\u306f\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u5b9f\u52d9\u30d9\u30fc\u30b9\u3068\u3057\u3066\u306f\u3001<strong>\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u81ea\u52d5\u3067\u7b54\u3048\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong>\u3084<strong>\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u652f\u63f4\u3068\u3057\u3066\u591a\u8a00\u8a9e\u7ffb\u8a33\u3001\u56de\u7b54\u6587\u7ae0\u306e\u63d0\u6848<\/strong>\u306e\u30b7\u30fc\u30f3\u306a\u3069\u3067\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u3060POC\u7684\u306a\u8272\u5408\u3044\u306f\u5f37\u3044\u3067\u3059\u304c\u3001<strong>\u300c\u30c1\u30e3\u30c3\u30c8\u306e\u611f\u60c5\u5206\u6790\u300d<\/strong>\u3084<strong>\u300c\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u306e\u30ed\u30b0\u306e\u89e3\u6790\u30fb\u5206\u6790\u3001\u5927\u91cf\u306e\u3084\u308a\u3068\u308a\u3092\u5206\u6790\u3059\u308bVOC\u8981\u7d04\u300d<\/strong>\u3001<strong>\u300c\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u306a\u304f\u97f3\u58f0\u3067\u96fb\u8a71\u3092\u4ecb\u5728\u3057\u3066\u5e97\u8217\u306e\u4e88\u7d04\u3092\u3059\u308b\u30dc\u30a4\u30b9\u30dc\u30c3\u30c8\u300d<\/strong>\u306a\u3069\u3067\u306e\u5229\u7528\u304c\u5f90\u3005\u306b\u59cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"920\" src=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/CC\u73fe\u5834\u306b\u304a\u3051\u308bNLP\u306e\u6d3b\u7528\u73fe\u5728\u5730-1600x920.jpg\" alt=\"\" class=\"wp-image-5223\" srcset=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/CC\u73fe\u5834\u306b\u304a\u3051\u308bNLP\u306e\u6d3b\u7528\u73fe\u5728\u5730-1600x920.jpg 1600w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/CC\u73fe\u5834\u306b\u304a\u3051\u308bNLP\u306e\u6d3b\u7528\u73fe\u5728\u5730-800x460.jpg 800w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/CC\u73fe\u5834\u306b\u304a\u3051\u308bNLP\u306e\u6d3b\u7528\u73fe\u5728\u5730-768x441.jpg 768w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/CC\u73fe\u5834\u306b\u304a\u3051\u308bNLP\u306e\u6d3b\u7528\u73fe\u5728\u5730.jpg 1905w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><figcaption class=\"wp-element-caption\">\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u73fe\u5834\u306b\u65bc\u3051\u308bNLP\u306e\u6d3b\u7528\u306e\u73fe\u5728\u5730<\/figcaption><\/figure>\n\n\n\n<h2><strong>\u73fe\u5728\u306e\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d\u306e\u5206\u985e\u6574\u7406<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"897\" src=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u73fe\u5728\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8-1600x897.jpg\" alt=\"\" class=\"wp-image-5224\" srcset=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u73fe\u5728\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8-1600x897.jpg 1600w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u73fe\u5728\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8-800x448.jpg 800w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u73fe\u5728\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8-768x430.jpg 768w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/\u73fe\u5728\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8.jpg 1954w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><figcaption class=\"wp-element-caption\">\u73fe\u5728\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/figcaption><\/figure>\n\n\n\n<p>\u73fe\u5728\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u7c21\u5358\u306b\u8a00\u3046\u3068\u4e8c\u3064\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002\u307e\u305a<strong>\u300c\u4e00\u554f\u4e00\u7b54\u578b\u300d<\/strong>\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3067\u3059\u3002\u4f55\u304b\u3092\u81ea\u7136\u6587\u3067\u805e\u3044\u305f\u3089\u305d\u306e\u554f\u3044\u304b\u3051\u306b\u5bfe\u3057\u3066\u7b54\u3048\u3066\u304f\u308c\u308b\u306e\u304c\u4e00\u554f\u4e00\u7b54\u578b\u3001\u3064\u307e\u308a\u3001<strong>\u300c\u6559\u5e2b\u30c7\u30fc\u30bf\u4f5c\u6210\u306b\u3088\u308bFAQ\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c\u30aa\u30d5\u30a3\u30b9\u306e\u5834\u6240\u3092\u6559\u3048\u3066\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u95a2\u3057\u3066\u3001\u300c\u4f1a\u793e\u306f\u3069\u3053\uff1f\u300d\u300c\u30aa\u30d5\u30a3\u30b9\u306e\u884c\u304d\u65b9\u306f\uff1f\u300d\u3068\u3044\u3063\u305f<strong>\u8868\u73fe\u306e\u63fa\u3089\u304e\u306e\u6587\u7ae0<\/strong>\u3092\u3044\u304f\u3064\u304b\u5b66\u7fd2\u3055\u305b\u307e\u3059\u3002\u81ea\u7136\u306a\u8a00\u8a9e\u3067\u3053\u306e\u3088\u3046\u306a\u69d8\u3005\u306a\u8868\u73fe\u3067\u5165\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u3082\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u6539\u5584\u3057\u306a\u304c\u3089\u56de\u7b54\u7387\u3092\u6319\u3052\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u304f\u30bf\u30a4\u30d7\u306e\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3046\u4e00\u3064\u306f\u3001<strong>\u300c\u5206\u5c90\u4f5c\u6210\u306b\u3088\u308b\u30b7\u30ca\u30ea\u30aa\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d<\/strong>\u3067\u3059\u3002\u3053\u3061\u3089\u306fAI\u3068\u3044\u3046\u3088\u308a\u306f\u3001<strong>\u6a39\u5f62\u56f3\u3067\u8868\u305b\u308b\u3088\u3046\u306a\u9078\u629e\u80a2\u3092\u9078\u3093\u3067\u3044\u304f\u3053\u3068\u3067\u7b54\u3048\u306b\u305f\u3069\u308a\u7740\u304f<\/strong>\u3068\u3044\u3046\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u4e00\u554f\u4e00\u7b54\u30dc\u30c3\u30c8\u300d\u3068\u300c\u30b7\u30ca\u30ea\u30aa\u30dc\u30c3\u30c8\u300d\u3002\u5927\u304d\u304f\u306f\u3053\u306e\u4e8c\u3064\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3001\u4f01\u696d\u306e\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306a\u3069\u306b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u73fe\u72b6\u306f\u3001FAQ\uff08\u3088\u304f\u3042\u308b\u8cea\u554f\u96c6\uff09\u306e\u4e00\u3064\u306e\u8868\u793a\u5f62\u5f0f\u3068\u3057\u3066\u4f7f\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002FAQ\u306e\u307b\u304b\u306b\u306f\u624b\u7d9a\u304d\u696d\u52d9\u306e\u81ea\u52d5\u5316\u3068\u3057\u3066\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001NLP\u306e\u9032\u5316\u3067\u3053\u308c\u3089\u306f\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306b\u9032\u5316\u3057\u3066\u3044\u304f\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<h3><strong>GPT-XX\u3068\u305d\u306e\u5148\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5a01\u529b<\/strong><\/h3>\n\n\n\n<p>\u4e0a\u8a18\u306eNLP\u306e\u9032\u5316\u306e\u5f8c\u534a\u306b\u3042\u3063\u305f<strong>GPT<\/strong>\u3068\u3044\u3046\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u805e\u3044\u305f\u3053\u3068\u306e\u3042\u308b\u65b9\u3082\u3044\u3089\u3063\u3057\u3083\u308b\u3068\u601d\u3044\u307e\u3059\u3002Transformer\u4ee5\u964d\u306b\u767a\u9054\u3057\u3066\u304d\u305f\u3053\u306e\u81ea\u7136\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3068\u3069\u306e\u3088\u3046\u306a\u4e16\u754c\u306b\u306a\u3063\u3066\u3044\u304f\u306e\u304b\u3001\u52d5\u753b\u4e8b\u4f8b\u3068\u4e00\u7dd2\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3><strong>\u3010\u4e8b\u4f8b1\u3011\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u751f\u6210<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<a href=\"https:\/\/youtu.be\/8psgEDhT1MM\">https:\/\/youtu.be\/8psgEDhT1MM<\/a>\n<\/div><\/figure>\n\n\n\n<p>\uff08\u4e0a\u8a18\u52d5\u753b\u306e1:44\uff5e2:15\uff09<\/p>\n\n\n\n<p>\u300c\u30bf\u30b9\u30af\u3092\u5165\u308c\u305f\u3089\u3053\u3093\u306a\u51e6\u7406\u3092\u3055\u305b\u305f\u3044\u300d\u3068\u3044\u3046\u6587\u7ae0\u3092\u66f8\u304f\u3068\u3001JavaScript\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u81ea\u52d5\u3067\u751f\u6210\u3002\u300c\u3053\u3046\u3044\u3046\u30b3\u30fc\u30c9\u3092\u4f5c\u308a\u306a\u3055\u3044\u300d\u3068\u500b\u5225\u306b\u6559\u80b2\u3057\u305f\u306e\u3067\u306f\u306a\u304f\u3001\u3059\u3067\u306b\u7528\u610f\u3057\u305f\u30b3\u30fc\u30c9\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u81ea\u52d5\u751f\u6210\u3055\u308c\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<h3> <br><strong>\u3010\u4e8b\u4f8b2\u3011<\/strong> <strong>\u8cea\u554f\u8005\u306e\u610f\u56f3\u3092\u7406\u89e3\u3057\u305f\u56de\u7b54<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<a href=\"https:\/\/youtu.be\/CSe3_u9P-RM\">https:\/\/youtu.be\/CSe3_u9P-RM<\/a>\n<\/div><\/figure>\n\n\n\n<p>\uff08\u4e0a\u8a18\u52d5\u753b\u306e2:18\uff5e2:34\uff09<\/p>\n\n\n\n<p>\u300c\u30d1\u30f3\u306f\u306a\u3093\u3067\u3053\u3093\u306a\u306b\u3075\u308f\u3075\u308f\u3057\u3066\u3044\u308b\u306e\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u6295\u3052\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3001\u5f15\u304d\u5f53\u3066\u3089\u308c\u305f\u306e\u306f\u300c\u30d1\u30f3\u306f\u306a\u305c\u81a8\u3089\u3080\u306e\u304b\u300d\u3068\u3044\u3046\u30d1\u30f3\u304c\u81a8\u3089\u3080\u539f\u7406\u3092\u8aac\u660e\u3059\u308b\u6587\u7ae0\u3067\u3059\u3002\u300c\u3075\u308f\u3075\u308f\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u8868\u73fe\u3092\u3001\u300c\u30d1\u30f3\u304c\u81a8\u3089\u3080\u300d\u3068\u3044\u3046\u73fe\u8c61\u306b\u7f6e\u304d\u63db\u3048\u3066\u691c\u7d22\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3><strong>\u3010\u4e8b\u4f8b3\u3011<\/strong> <strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u60c5\u5831\u3092\u6574\u7406\u5206\u985e<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<a href=\"https:\/\/youtu.be\/CSe3_u9P-RM\">https:\/\/youtu.be\/CSe3_u9P-RM<\/a>\n<\/div><\/figure>\n\n\n\n<p>\uff08\u4e0a\u8a18\u52d5\u753b\u306e2:46\uff5e4:03\uff09<\/p>\n\n\n\n<p>Excel\u306e\u8868\u8a08\u7b97\u3092\u81ea\u52d5\u3067\u5c55\u958b\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u30d1\u30d6\u30ea\u30c3\u30af\u30ab\u30f3\u30d1\u30cb\u30fc\u3092\u984c\u6750\u306b\u5165\u529b\u3059\u308b\u3068\u3001\u30ab\u30f3\u30d1\u30cb\u30fc\u30cd\u30fc\u30e0\u3084\u8a2d\u7acb\u5e74\u6708\u65e5\u3001\u8a3c\u5238\u5e02\u5834\u306e\u30d4\u30c3\u30ab\u30fc\u60c5\u5831\u306a\u3069\u3092\u81ea\u52d5\u3067\u60f3\u5b9a\u3057\u3066\u60c5\u5831\u3092\u53ce\u96c6\u30fb\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a2d\u7acb\u5e74\u5ea6\u9806\u306b\u5165\u308c\u66ff\u3048\u305f\u308a\u3001\u67b6\u7a7a\u306e\u4f01\u696d\u306b\u95a2\u3059\u308b\u6587\u7ae0\u3092\u8ffd\u52a0\u3059\u308b\u3068\u81ea\u52d5\u7684\u306b\u6587\u7ae0\u5185\u306b\u3042\u308b\u60c5\u5831\u3092\u5f15\u3063\u5f35\u308a\u51fa\u3057\u3066\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u72b6\u306b\u5c55\u958b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u307e\u3067\u306eAI\u3067\u306f\u4e00\u3064\u305a\u3064\u3069\u3053\u306b\u4f55\u3092\u5165\u308c\u308b\u3068\u3044\u3063\u305f\u5b66\u7fd2\u3055\u305b\u306a\u3044\u3068\u3044\u3051\u306a\u304b\u3063\u305f\u306e\u3082\u304c\u3001\u5168\u4f53\u306e\u6587\u7ae0\u304b\u3089\u3069\u306e\u60c5\u5831\u57fa\u8ef8\u3067\u6574\u7406\u3092\u3059\u308c\u3070\u826f\u3044\u306e\u304b\u3092\u81ea\u52d5\u3067\u5224\u65ad\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3>\u3010\u4e8b\u4f8b4\u3011\u4f1a\u8a71\u304b\u3089\u884c\u52d5\u306b\u79fb\u3059<\/h3>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<a href=\"https:\/\/youtu.be\/E2g1APtSuUM\">https:\/\/youtu.be\/E2g1APtSuUM<\/a>\n<\/div><\/figure>\n\n\n\n<p>Google\u304c\u958b\u767a\u3057\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3000<strong>PaLM<\/strong>\uff08Pathways Language Model\uff09\u306f5400\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306eAI\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304c\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30e2\u30c7\u30eb\u306e\u5b9f\u88c5\u306b\u3088\u3063\u3066\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u300c\u8a00\u8449\u3068\u305d\u306e\u5185\u5bb9\u3092\u610f\u5473\u3059\u308b\u30bf\u30b9\u30af\u306e\u5bfe\u5fdc\u95a2\u4fc2\u300d\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u5b9f\u7523\u696d\u3067\u306e\u5fdc\u7528\u306f\u307e\u3060\u306e\u3088\u3046\u3067\u3059\u304c\u3001\u30ed\u30dc\u30c3\u30c8\u304c\u4eba\u9593\u3068\u30bf\u30b9\u30af\u3092\u4ecb\u3057\u3066\u4f1a\u8a71\u3057\u3066\u3044\u308b\u69d8\u5b50\uff08\u4f8b\uff1a\u300c\u30ad\u30c3\u30c1\u30f3\u304b\u3089\u304a\u3084\u3064\u3092\u53d6\u3063\u3066\u6765\u3066\u3061\u3087\u3046\u3060\u3044\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u3001\u5b9f\u969b\u306b\u305d\u306e\u8a00\u8449\u306e\u5185\u5bb9\u3092\u5b9f\u884c\u3059\u308b\u69d8\u5b50\uff09\u304c\u3001\u3053\u306e\u52d5\u753b\u306e\u4e2d\u3067\u306f\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2><strong>NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316\u306f\u3069\u3046\u3060\u3063\u305f\u306e\u304b\uff1f<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"588\" src=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316-1600x588.jpg\" alt=\"\" class=\"wp-image-5225\" srcset=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316-1600x588.jpg 1600w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316-800x294.jpg 800w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316-768x282.jpg 768w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316.jpg 1928w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><figcaption class=\"wp-element-caption\">NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316\u306e\u6574\u7406<\/figcaption><\/figure>\n\n\n\n<p>\u518d\u5ea6\u3001NLP\u30e2\u30c7\u30eb\u306e\u6982\u5ff5\u3069\u3046\u5909\u308f\u3063\u3066\u304d\u305f\u304b\u975e\u5e38\u306b\u7c21\u5358\u306b\u6574\u7406\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u524d\u534a\u306b\u89e6\u308c\u305fTransformer\u767b\u5834\u524d\u3067\u306f\u3001\u6587\u7ae0\u3092\u7d30\u304b\u304f\u5206\u89e3\u3057\u3066\u500b\u3005\u306e\u5358\u8a9e\u3092\u591a\u91cd\u30d9\u30af\u30c8\u30eb\u3067\u8868\u73fe\u3057\u3066\u3001\u9806\u756a\u306b\u5358\u8a9e\u9593\u306e\u95a2\u4fc2\u6027\u3092\u3082\u30d9\u30af\u30c8\u30eb\u8868\u73fe\u3057\u306a\u304c\u3089\u6587\u7ae0\u306b\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u65b9\u6cd5\u8ad6\u3067\u306f<strong>\u4e00\u3064\u4e00\u3064\u9806\u756a\u306b\u95a2\u9023\u6027\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u3044\u304f\u3053\u3068\u304b\u3089\u9577\u3044\u6587\u7ae0\u3067\u306f\u81a8\u5927\u306a\u51e6\u7406\u306b\u306a\u308a\u6642\u9593\u3068\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b<\/strong>\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Transformer\u306e\u6982\u5ff5\u3067\u306f\u3001<strong>\u5358\u8a9e\u9593\u306e\u95a2\u4fc2\u3092\u95a2\u6570\u5316\u3057\u3066\u51e6\u7406<\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u95a2\u6570\u5316\u3059\u308b\u3068\u4e00\u90e8\u306e\u60c5\u5831\u304c\u5931\u308f\u308c\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u554f\u984c\u3092\u89e3\u6c7a\u3057\u305f\u306e\u304cTransformer\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<strong>\u9806\u3005\u306b\u5358\u8a9e\u3092\u51e6\u7406\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4e26\u5217\u3067\u5358\u8a9e\u540c\u58eb\u306e\u985e\u4f3c\u6027\u3084\u91cd\u8981\u5ea6\u3092\u4e26\u5217\u51e6\u7406\u3059\u308b\u3053\u3068<\/strong>\u304c Transformer\u3067\u306e\u5927\u304d\u306a\u5909\u5316\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>BERT\u3084GPT\u3068\u3044\u3063\u305f ransformer\u306e\u305d\u306e\u5148\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001<strong>Transformer\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3044\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u30d9\u30fc\u30b9\u306e\u6570\u3092\u5897\u3084\u3057\u3001\u5b66\u7fd2\u6587\u7ae0\u91cf\u3092\u62e1\u5f35\u3057\u7cbe\u5ea6\u3092\u5411\u4e0a<\/strong>\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u3044\u308f\u3086\u308bTransformer\u306e\u6539\u826f\u7248\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\u306e<strong>GPT\uff13\u306f\u3001\u7d041750\u5104\u500b\u3082\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3092\u6301\u3061\u3001\u7d045000\u5104\u8a9e\u306e\u30c7\u30fc\u30bf\u30d7\u30fc\u30eb\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b<\/strong>\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u306eNLP\u306e\u9032\u5316\u306f\u3001\u5358\u8a9e\u9593\u306e\u95a2\u4fc2\u6027\u306e\u60c5\u5831\u3092\u3069\u308c\u3060\u3051\u52b9\u7387\u7684\u306b\u3001\u591a\u6b21\u5143\u3067\u51e6\u7406\u3067\u304d\u308b\u304b\u306e\u53d6\u308a\u7d44\u307f\u3068\u3044\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3><strong>World2Vec<\/strong><\/h3>\n\n\n\n<p><strong>\u500b\u3005\u306e\u5358\u8a9e<\/strong>\u306e\u591a\u91cd\u30d9\u30af\u30c8\u30eb\u5316<\/p>\n\n\n\n<p>\u5358\u8a9e\u5358\u4f4d\u3067\u306e\u30de\u30c3\u30c1\u30f3\u30b0\u306a\u306e\u3067\u6587\u7ae0\u3068\u3057\u3066\u306e\u69cb\u6210\u306f\u52a0\u5473\u3057\u306a\u3044<\/p>\n\n\n\n<h3><strong>Seq2Seq<\/strong><\/h3>\n\n\n\n<p><strong>\u5358\u8a9e\u9593\u306e\u95a2\u4fc2\u6027<\/strong>\u3092\u30b7\u30fc\u30af\u30a8\u30f3\u30b7\u30e3\u30eb\uff08\u9806\u756a\uff09\u306b\u4fdd\u6301<\/p>\n\n\n\n<p>\u30b7\u30fc\u30af\u30a8\u30f3\u30b7\u30e3\u30eb\u306a\u51e6\u7406\u304c\u7d2f\u8a08\u7684\u306b\u3055\u308c\u308b\u306e\u3067\u3001\u9577\u3044\u6587\u7ae0\u3067\u306f\u81a8\u5927\u306a\u51e6\u7406\u306b\u306a\u308b<\/p>\n\n\n\n<h3><strong>Seq2Seq\uff0bAttention<\/strong><\/h3>\n\n\n\n<p>\u5358\u8a9e\u9593\u306e\u95a2\u4fc2\u6027\u3092<strong>\u95a2\u6570\u5316<\/strong>\u3057\u3066\u4fdd\u6301<\/p>\n\n\n\n<p>\u5358\u8a9e\u9593\u306e\u95a2\u4fc2\u30921\u5bfe\uff11\u3067\u4fdd\u6301\u3057\u306a\u3044\u70ba\u9577\u3044\u6587\u7ae0\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3068\u306a\u308b\u304c\u3001\u4e00\u90e8\u95a2\u4fc2\u60c5\u5831\u304c\u5931\u308f\u308c\u308b<\/p>\n\n\n\n<h3><strong>Transformer<\/strong><\/h3>\n\n\n\n<p>\u5358\u8a9e\u540c\u58eb\u306e\u985e\u4f3c\u5ea6\u3084\u91cd\u8981\u5ea6\u306e<strong>\u7167\u5fdc\u95a2\u4fc2\u60c5\u5831<\/strong>\u3092\u7372\u5f97\u3057\u95a2\u6570\u5316\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u6b20\u640d\u3092\u56de\u907f\u3059\u308b<\/p>\n\n\n\n<p>\u540c\u4e00\u6587\u7ae0\u5185\u306e\u985e\u4f3c\u5ea6\u304c\u7372\u5f97\u3055\u308c\u3001\u591a\u7fa9\u8a9e\u3084\u4ee3\u540d\u8a5e\u306a\u3069\u304c\u5b9f\u969b\u306b\u4f55\u3092\u6307\u3057\u3066\u3044\u308b\u306e\u304b\u7406\u89e3\u3067\u304d\u308b<\/p>\n\n\n\n<h3><strong>GPT<\/strong><\/h3>\n\n\n\n<p>\u5b66\u7fd2\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u4e8b\u67c4\u3068<strong>\u7121\u3044\u4e8b\u67c4<\/strong>\u306e\u95a2\u9023\u6027\u3092\u898b\u51fa\u3059<\/p>\n\n\n\n<p>\u4ed6\u306e\u6240\u3067\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u95a2\u9023\u6027\u3092\u57fa\u306b\u63a8\u8ad6\u3092\u884c\u3046\u4e8b\u304c\u51fa\u6765\u308b<\/p>\n\n\n\n<p>\u591a\u91cf\u306e\u6c4e\u7528\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u7528\u610f\u3059\u308b\u4e8b\u3067\u3001\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u69d8\u306a\u69cb\u9020<\/p>\n\n\n\n<h3><strong>GPT-2\/3<\/strong><\/h3>\n\n\n\n<p><strong>GPT\u30e2\u30c7\u30eb\u306e\u9032\u5316\u7248\u3067\u3042\u308a\u3001\u30b5\u30f3\u30d7\u30eb\u5b66\u7fd2<\/strong>\u3092\u53d6\u308a\u5165\u308c\u8ffd\u52a0\u5b66\u7fd2\u3092\u53ef\u80fd\u306b\u3057\u3066\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3068\u5171\u306b\u3001\u30d1\u30e9\u30e1\u30bf\u2015\u6570\u306e\u62e1\u5927\uff06\u6c4e\u7528\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u91cf\u62e1\u5927\u306b\u3088\u308a\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u53d6\u308a\u7d44\u307f<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2><strong>NLP\u306e\u5546\u7528\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u73fe\u5728\u5730\u306f\uff1f<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"859\" src=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316_\u5546\u7528\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u73fe\u5728\u5730-1600x859.jpg\" alt=\"\" class=\"wp-image-5226\" srcset=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316_\u5546\u7528\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u73fe\u5728\u5730-1600x859.jpg 1600w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316_\u5546\u7528\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u73fe\u5728\u5730-800x429.jpg 800w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316_\u5546\u7528\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u73fe\u5728\u5730-768x412.jpg 768w, https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2021\/05\/NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316_\u5546\u7528\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u73fe\u5728\u5730.jpg 1925w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><figcaption class=\"wp-element-caption\">NLP\u30e2\u30c7\u30eb\u306e\u9032\u5316\u3068\u5546\u7528\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u73fe\u5728\u5730<\/figcaption><\/figure>\n\n\n\n<p>\u975e\u5e38\u306b\u30a2\u30d0\u30a6\u30c8\u3067\u3059\u304c\u3001<strong>\u73fe\u5728\u5e02\u5834\u306b\u51fa\u3066\u3044\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u4f7f\u308f\u308c\u3066\u3044\u308bNLP\u30e2\u30c7\u30eb\u306f\u3001\u3053\u306e\u4e0a\u306e\u56f3\u306b\u3042\u308b\u8d64\u3044\u77e2\u5370\u306e\u3042\u305f\u308a<\/strong>\u3067\u306f\u306a\u3044\u304b\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Transformer\u3088\u308a\u5148\u306e\u6280\u8853\u306f\u3001\u3044\u308d\u3093\u306a\u4f1a\u793e\u3067\u53d6\u308a\u7d44\u307f\u3092\u3055\u308c\u3066\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u307e\u3060\u5341\u5206\u306a\u5b9f\u7528\u5316\u306b\u307e\u3067\u306f\u81f3\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/strong>\u4e00\u756a\u306e\u8ab2\u984c\u306f\u90fd\u5ea6\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5b9f\u7528\u306b\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u3059\u304e\u308b\u3068\u3044\u3046\u7406\u7531\u304c\u5927\u304d\u3044\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u306e\u6b74\u53f2\u3092\u632f\u308a\u8fd4\u308b\u3068\u3001<strong>\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u3067\u51fa\u3066\u304d\u305f\u6280\u8853\u304c\u30e6\u30fc\u30b6\u30fc\u3068\u3057\u3066\u76ee\u306b\u3059\u308b\u306e\u306f\u65e9\u304f\u30665\uff0c6\u5e74\uff08\u9577\u3044\u30687\uff0c8\u5e74\u304f\u3089\u3044\uff09\u306f\u304b\u304b\u308b<\/strong>\u304b\u3068\u601d\u308f\u308c\u307e\u3059\u3002\u4eca\u5f8c\u3001ChatGPT\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3084CX\u306b\u304a\u3051\u308b\u6d3b\u7528\u306e\u4e8b\u696d\u5316\u304c\u9032\u307f\u3001\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306e\u73fe\u5834\u306b\u6d3b\u7528\u3055\u308c\u305f\u969b\u306b\u5e02\u5834\u306b\u3069\u306e\u69d8\u306a\u5909\u5316\u304c\u751f\u307e\u308c\u308b\u306e\u304b\u3002\u305d\u306e\u6642\u306b\u4eba\u3068AI\u306e\u5f79\u5272\u5206\u62c5\u306f\u3069\u3046\u5909\u308f\u3063\u3066\u3044\u304f\u306e\u304b\u3001\u304c\u5927\u5909\u697d\u3057\u307f\u306a\u6642\u4ee3\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/mobilus.co.jp\/lab\/report\/chatbot-selfcheack\/\"><img decoding=\"async\" src=\"https:\/\/mobilus.co.jp\/lab\/wp-content\/uploads\/sites\/4\/2020\/11\/\u30bb\u30eb\u30d5\u30c1\u30a7\u30c3\u30af\u30b7\u30fc\u30c8DL\u8cc7\u6599\u6848\u5185\u30d0\u30ca\u30fc.png\" alt=\"mobiVoice\" class=\"wp-image-3417\"\/><\/a><\/figure>\n\n\n\n<div class=\"wp-block-emanon-blocks-block-speech-bubble speech-bubble-left-aligned wp-block-emanon-blocks-block-speech-bubble-contact\" style=\"margin-bottom:48px\"><div class=\"speech-bubble-text\"> \u30e2\u30d3\u30eb\u30b9\u3067\u306f\u3001IBM Watson\u3001Dialogflow\u3001BEDORE\u3001CAIWA\u3001AI SQUARED\u3001QA ENGINE\u3001LINE BRAIN\u306a\u3069\u69d8\u3005\u306aAI\u30a8\u30f3\u30b8\u30f3\u3068\u9023\u643a\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u958b\u767a\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u3059\u3002AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u304a\u8003\u3048\u3067\u3057\u305f\u3089\u3001\u30e2\u30d3\u30eb\u30b9\u307e\u3067\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<br>\n<a rel=\"noreferrer noopener\" href=\"https:\/\/mobilus.co.jp\/cv\/contact\/\" target=\"_blank\">\u304a\u554f\u3044\u5408\u308f\u305b\u30fb\u3054\u76f8\u8ac7\u30d5\u30a9\u30fc\u30e0<\/a> <\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\"> \u95a2\u9023\u5916\u90e8\u30b5\u30a4\u30c8<br>\u30c8\u30e9\u30f3\u30b9\u30fb\u30b3\u30b9\u30e2\u30b9\u304c\u904b\u55b6\u3059\u308b\u60c5\u5831\u30b5\u30a4\u30c8\u300cCotra\u300d  <br><a rel=\"noreferrer noopener\" aria-label=\"AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f\uff1f\u5c0e\u5165\u76ee\u7684\u30843\u3064\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u89e3\u8aac  (\u65b0\u3057\u3044\u30bf\u30d6\u3067\u958b\u304f)\" href=\"https:\/\/www.transcosmos-cotra.jp\/chatbot-ai\" target=\"_blank\">AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f\uff1f\u5c0e\u5165\u76ee\u7684\u30843\u3064\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u89e3\u8aac <\/a><br><a rel=\"noreferrer noopener\" aria-label=\"\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306eAI\u6d3b\u7528\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u5c0e\u5165\u4f8b\u3092\u89e3\u8aac (\u65b0\u3057\u3044\u30bf\u30d6\u3067\u958b\u304f)\" href=\"https:\/\/www.transcosmos-cotra.jp\/call-center-ai\" target=\"_blank\">\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306eAI\u6d3b\u7528\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u5c0e\u5165\u4f8b\u3092\u89e3\u8aac<\/a> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uff1c2021\u5e745\u670826\u65e5\u21d22023\u5e742\u67088\u65e5\u66f4\u65b0\uff1e 2023\u5e741\u6708\u73fe\u5728\u3001OpenA<\/p>\n","protected":false},"author":32,"featured_media":7539,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_wp_rev_ctl_limit":""},"categories":[6,17,5],"tags":[109,12,35,36],"_links":{"self":[{"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/posts\/5221"}],"collection":[{"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/users\/32"}],"replies":[{"embeddable":true,"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/comments?post=5221"}],"version-history":[{"count":40,"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/posts\/5221\/revisions"}],"predecessor-version":[{"id":22011,"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/posts\/5221\/revisions\/22011"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/media\/7539"}],"wp:attachment":[{"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/media?parent=5221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/categories?post=5221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mobilus.co.jp\/lab\/wp-json\/wp\/v2\/tags?post=5221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}