{"id":15812,"date":"2025-06-20T21:53:33","date_gmt":"2025-06-20T21:53:33","guid":{"rendered":"https:\/\/megagon.ai\/ginza\/"},"modified":"2025-06-24T17:42:10","modified_gmt":"2025-06-24T17:42:10","slug":"ginza","status":"publish","type":"page","link":"https:\/\/megagon.ai\/jp\/ginza\/","title":{"rendered":"GiNZA: \u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"15812\" class=\"elementor elementor-15812 elementor-15750\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2aae341 e-con-full e-flex e-con e-child\" data-id=\"2aae341\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f08b35 elementor-widget elementor-widget-text-editor\" data-id=\"8f08b35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Megagon Labs\u3067\u306f\u3001\u5168\u4e16\u754c\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u7684\u306b\u5fdc\u3058\u3066\u65e5\u672c\u8a9e\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u3092\u4ed6\u306e\u8a00\u8a9e\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u53d6\u308a\u7d44\u307f\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u3053\u306e\u53d6\u308a\u7d44\u307f\u306e\u6700\u521d\u306e\u4e00\u6b69\u3068\u3057\u3066\u3001<a href=\"https:\/\/www.ninjal.ac.jp\/\" target=\"_blank\" rel=\"noopener\">\u56fd\u7acb\u56fd\u8a9e\u7814\u7a76\u6240<\/a>\u3068\u306eUniversal Dependencies for Japanese\u306b\u95a2\u3059\u308b\u5171\u540c\u7814\u7a76\u6210\u679c\u3092GiNZA version 1.0\u3068\u3057\u30662019\u5e74\u6625\u306bGitHub\u3067\u516c\u958b\u3057\u307e\u3057\u305f\u3002GiNZA\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u30ef\u30f3\u30b9\u30c6\u30c3\u30d7\u3067\u306e\u5c0e\u5165\u3001\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u65e5\u672c\u8a9e\u306e\u89e3\u6790\u51e6\u7406\u3001\u4f9d\u5b58\u69cb\u9020\uff08\u4fc2\u308a\u53d7\u3051\uff09\u89e3\u6790\u3084\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u306a\u3069\u306e\u9ad8\u5ea6\u306aNLP\u6280\u8853\u3092\u56fd\u969b\u5316\u3055\u308c\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u4e0a\u3067\u5229\u7528\u53ef\u80fd\u306a\u3069\u306e\u7279\u5fb4\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p><p><a style=\"background-color: #ffffff;\" href=\"https:\/\/github.com\/megagonlabs\/ginza\" target=\"_blank\" rel=\"noopener\">Github\u3092\u898b\u308b<\/a><\/p><p><a href=\"https:\/\/www.anlp.jp\/proceedings\/annual_meeting\/2019\/pdf_dir\/F2-3.pdf\" target=\"_blank\" rel=\"noopener\">\u8ad6\u6587\u3092\u8aad\u3080\u00a0<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9386733 elementor-widget elementor-widget-heading\" data-id=\"9386733\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">GiNZA\u306f\u306a\u305c\u5fc5\u8981\u304b<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd074bb elementor-widget elementor-widget-text-editor\" data-id=\"cd074bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u4eba\u304c\u4f1a\u8a71\u3092\u3057\u305f\u308a\u3001\u8aad\u307f\u66f8\u304d\u3059\u308b\u6642\u306b\u4f7f\u3046\u4eba\u9593\u306e\u8a00\u8a9e\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u5206\u6790\u3059\u308b\u6280\u8853\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u547c\u3073\u307e\u3059\u3002 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306f\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u6a5f\u68b0\u7ffb\u8a33\u3001\u5bfe\u8a71\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u304a\u5ba2\u69d8\u306e\u58f0\uff08VOC\uff09\u5206\u6790\u306a\u3069\u3001\u65e5\u5e38\u751f\u6d3b\u3084\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u3055\u307e\u3056\u307e\u306a\u30b7\u30fc\u30f3\u3067\u5e83\u304f\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u00a0<\/p><p>\u8fd1\u4ee3\u7684\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306f\u8a00\u8a9e\u306b\u3088\u308a\u7570\u306a\u308b\u8a9e\u5f59\u3084\u6587\u6cd5\u898f\u5247\u3092\u3001\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u99c6\u4f7f\u3057\u3066\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u3002\u5206\u304b\u3061\u66f8\u304d\u3055\u308c\u306a\u3044\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u3057\u3066\u306f\u3001\u54c1\u8a5e\u30bf\u30b0\u4ed8\u3051\u3068\u5358\u8a9e\u5206\u5272\u3092\u540c\u6642\u306b\u884c\u3046\u5f62\u614b\u7d20\u89e3\u6790\u5668\u304c\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6587\u4e2d\u3067\u306e\u8a9e\u3068\u8a9e\u306e\u9593\u306e\u95a2\u4fc2\uff08\u4e3b\u8a9e\u30fb\u8ff0\u8a9e\u306a\u3069\u306e\u4fee\u98fe\u30fb\u88ab\u4fee\u98fe\u306e\u95a2\u4fc2\uff09\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u306f\u4f9d\u5b58\u69cb\u9020\u89e3\u6790\u5668\u3092\u3001\u5730\u540d\u30fb\u4eba\u540d\u30fb\u7d44\u7e54\u540d\u306a\u3069\u306e\u56fa\u6709\u8868\u73fe\u306e\u533a\u9593\u3068\u7a2e\u5225\u3092\u30e9\u30d9\u30eb\u4ed8\u3051\u3059\u308b\u305f\u3081\u306b\u306f\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u5668\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p><p>\u82f1\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u306a\u3069\u306e\u8a00\u8a9e\u3067\u306f\u3001\u8fd1\u5e74\u3001\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u3001\u5bb9\u6613\u306b\u8a00\u8a9e\u3092\u5207\u308a\u66ff\u3048\u3089\u308c\u308b\u3088\u3046\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5229\u7528\u304c\u4e16\u754c\u7684\u306b\u5e83\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u52d5\u4f5c\u53ef\u80fd\u306a\u65e5\u672c\u8a9e\u89e3\u6790\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u306f\u3001\u305d\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5546\u7528\u5229\u7528\u3092\u7981\u3058\u3066\u3044\u308b\u305f\u3081\u3001\u9045\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p><p>\u65e5\u672c\u8a9e\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30fb\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u82f1\u8a9e\u306b\u6bd4\u3079\u3066\u975e\u5e38\u306b\u7a2e\u985e\u304c\u5c11\u306a\u304f\u30c7\u30fc\u30bf\u91cf\u3082\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u306e\u5546\u7528\u5229\u7528\u3092\u5236\u9650\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p><p>\u3053\u306e\u3088\u3046\u306b\u65e5\u672c\u8a9e\u3092\u89e3\u6790\u3059\u308b\u305f\u3081\u306e\u5171\u901a\u5316\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5e02\u5834\u306b\u63d0\u4f9b\u3055\u308c\u306a\u3044\u72b6\u6cc1\u306f\u3001\u65e5\u672c\u8a9e\u3092\u6271\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u591a\u304f\u306e\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u306b\u4f59\u5206\u306a\u30b3\u30b9\u30c8\u3068\u52b4\u529b\u3092\u8981\u6c42\u3057\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u6280\u8853\u969c\u58c1\u306b\u7acb\u3061\u5411\u304b\u3046\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f\u300cGiNZA\u300d\u306e\u53d6\u308a\u7d44\u307f\u3092\u59cb\u3081\u307e\u3057\u305f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b548b5d elementor-widget elementor-widget-image\" data-id=\"b548b5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"767\" height=\"800\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/06\/GiNZA_logo_4c_t.webp\" class=\"attachment-large size-large wp-image-15777\" alt=\"\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/06\/GiNZA_logo_4c_t.webp 767w, https:\/\/megagon.ai\/wp-content\/uploads\/2025\/06\/GiNZA_logo_4c_t-288x300.webp 288w\" sizes=\"(max-width: 767px) 100vw, 767px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9504a7d elementor-widget elementor-widget-heading\" data-id=\"9504a7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">GiNZA\u306f\u3069\u3046\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\u304b\uff1f<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e8812f elementor-widget elementor-widget-text-editor\" data-id=\"5e8812f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>GiNZA\u306f2\u3064\u306e\u57fa\u76e4\u6280\u8853\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059:<\/p><ul><li><a href=\"https:\/\/spacy.io\/\" target=\"_blank\" rel=\"noopener\">spaCy<\/a>: \u6700\u5148\u7aef\u306e\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u7d44\u307f\u8fbc\u3093\u3060\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/li><li><a href=\"https:\/\/github.com\/WorksApplications\/SudachiPy\" target=\"_blank\" rel=\"noopener\">SudachiPy<\/a>: \u30c8\u30fc\u30af\u30f3\u5316\u51e6\u7406\u306b\u5229\u7528\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5f62\u614b\u7d20\u89e3\u6790\u5668<\/li><\/ul><p>GiNZA\u306f\u3053\u308c\u3089\u306e\u57fa\u76e4\u6280\u8853\u306e\u7279\u9577\u3092\u6d3b\u304b\u3057\u305f\u72ec\u81ea\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u8a2d\u8a08\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u7523\u696d\u5229\u7528\u306b\u8010\u3048\u308b\u5341\u5206\u306a\u51e6\u7406\u901f\u5ea6\u3068\u89e3\u6790\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0929a5 elementor-widget elementor-widget-heading\" data-id=\"e0929a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">GiNZA\u3092\u5229\u7528\u3059\u308b\u306b\u306f<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22edb93 elementor-widget elementor-widget-text-editor\" data-id=\"22edb93\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>GiNZA\u306f<a href=\"https:\/\/github.com\/megagonlabs\/ginza\/blob\/develop\/LICENSE\" target=\"_blank\" rel=\"noopener\">MIT\u30e9\u30a4\u30bb\u30f3\u30b9<\/a>\u306e\u3082\u3068\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3057\u3066\u304a\u308a\u3001\u5546\u696d\u5229\u7528\u76ee\u7684\u306e\u5229\u7528\u3082\u53ef\u80fd\u3067\u3059\u3002GiNZA\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u975e\u5e38\u306b\u5bb9\u6613\u3067\u3001\u30ef\u30f3\u30b9\u30c6\u30c3\u30d7\u3067\u5b8c\u4e86\u3057\u307e\u3059\u3002Python version 3.6\u4ee5\u4e0a\u3092\u5c0e\u5165\u6e08\u307f\u306e\u74b0\u5883\u3067\u306f\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u00a0<\/p><p>\u00a0 \u00a0 $ pip install ginza<\/p><p>GiNZA\u306f\u65e5\u672c\u8a9e\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u3057\u3066\u201c<a href=\"https:\/\/universaldependencies.org\/\" target=\"_blank\" rel=\"noopener\">Universal Dependencies<\/a>\u201d\u306b\u57fa\u3065\u304f\u4f9d\u5b58\u69cb\u9020\u89e3\u6790\u3092\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002\u6587\u3092\u6539\u884c\u3067\u533a\u5207\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u00a0input.txt\u3092\u89e3\u6790\u3057\u3001\u7d50\u679c\u3092\u201d<a href=\"https:\/\/universaldependencies.org\/format.html\" target=\"_blank\" rel=\"noopener\">CoNLL-UFormat<\/a>\u201d\u3067outtput.txt\u306b\u4fdd\u5b58\u3059\u308b\u306b\u306f\u6b21\u306e\u3088\u3046\u306b\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p><p>\u00a0 \u00a0 $ ginza &lt; input.txt &gt; output.txt<\/p><p>GiNZA\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u306fspaCy\u306eAPI\u3092\u4f7f\u7528\u3057\u3066\u5b66\u7fd2\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5f93\u3063\u3066\u3001\u00a0GiNZA\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u306fspaCy\u304c\u63d0\u4f9b\u3059\u308b\u82f1\u8a9e\u3084\u30c9\u30a4\u30c4\u8a9e\u306a\u3069\u65e5\u672c\u8a9e\u4ee5\u5916\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u3068\u4e92\u63db\u6027\u304c\u3042\u308a\u3001GiNZA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306e\u74b0\u5883\u3067\u3042\u308c\u3070\u8a00\u8a9e\u6307\u5b9a\u3092\u5909\u66f4\u3059\u308b\u3060\u3051\u3067spaCy API\u304b\u3089\u65e5\u672c\u8a9e\u89e3\u6790\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u00a0<\/p><p>\u00a0 \u00a0 import spacy<br \/>\u00a0 \u00a0 nlp = spacy.load(&#8220;ja_ginza&#8221;)<br \/>\u00a0 \u00a0 doc = nlp(&#8220;\u9280\u5ea7\u3067\u30e9\u30f3\u30c1\u3092\u3054\u4e00\u7dd2\u3057\u307e\u3057\u3087\u3046\u3002&#8221;)<\/p><p><a href=\"https:\/\/github.com\/megagonlabs\/ginza#1-install-ginza-nlp-library-with-japanese-universal-dependencies-model\" rel=\"noopener\">GiNZA\u306e\u5229\u7528\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u77e5\u308b<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81b4178 elementor-widget elementor-widget-heading\" data-id=\"81b4178\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">\u4eca\u5f8c\u306e\u5c55\u671b<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7514e0 elementor-widget elementor-widget-text-editor\" data-id=\"e7514e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>GiNZA\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a8\u30a2\u3068\u3057\u3066\u65e2\u306b\u591a\u304f\u306e\u958b\u767a\u8005\u30fb\u7814\u7a76\u8005\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001GiNZA\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u306e\u8a13\u7df4\u306b\u4f7f\u7528\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u201d<a href=\"https:\/\/github.com\/UniversalDependencies\/UD_Japanese-BCCWJ\" target=\"_blank\" rel=\"noopener\">UD Japanese BCCWJ<\/a>\u201d\u306f\u6709\u511f\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308b\u305f\u3081\u4e00\u822c\u306b\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u5229\u7528\u8005\u306fGiNZA\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u6539\u826f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u3001Megagon Labs\u306f\u56fd\u7acb\u56fd\u8a9e\u7814\u7a76\u6240\u304c\u9032\u3081\u3066\u3044\u308b\u201c<a href=\"https:\/\/github.com\/UniversalDependencies\/UD_Japanese-GSD\" target=\"_blank\" rel=\"noopener\">UD Japanese GSD<\/a>\u201d\u518d\u69cb\u7bc9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53c2\u753b\u3059\u308b\u3053\u3068\u3092\u6c7a\u3081\u307e\u3057\u305f\u3002GiNZA\u306e\u65e5\u672c\u8a9e\u89e3\u6790\u30e2\u30c7\u30eb\u306e\u6539\u826f\u3092\u30aa\u30fc\u30d7\u30f3\u304b\u3064\u52b9\u7387\u7684\u306b\u9032\u3081\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5e83\u304f\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u6a19\u3068\u3057\u3066\u3001\u73fe\u5728\u3001\u56fa\u6709\u8868\u73fe\u30e9\u30d9\u30eb\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4f5c\u696d\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002<\/p><p>\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u679c\u3068\u3057\u3066\u3001\u5546\u7528\u5229\u7528\u53ef\u80fd\u306aCC BY-SA\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u3082\u3068\u3067\u3001\u518d\u69cb\u7bc9\u5f8c\u306eUD Japanese GSD\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u305d\u306e\u5b66\u7fd2\u6e08\u307f\u89e3\u6790\u30e2\u30c7\u30eb\u3001\u304a\u3088\u3073\u3001spaCy\u3067\u65e5\u672c\u8a9e\u3092\u6271\u3046\u305f\u3081\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3057\u3066\u516c\u958b\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-821241a elementor-widget elementor-widget-text-editor\" data-id=\"821241a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\uff08by\u00a0<a style=\"background-color: #ffffff;\" href=\"https:\/\/megagon.ai\/jp\" target=\"_blank\" rel=\"noopener\">Megagon Labs Tokyo<\/a>\uff09<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Megagon Labs\u3067\u306f\u3001\u5168\u4e16\u754c\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u76ee\u7684\u306b\u5fdc\u3058\u3066\u65e5\u672c\u8a9e\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u3092\u4ed6\u306e\u8a00\u8a9e\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u53d6\u308a\u7d44\u307f\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u3053\u306e\u53d6\u308a\u7d44\u307f\u306e\u6700\u521d\u306e\u4e00\u6b69\u3068\u3057\u3066\u3001\u56fd\u7acb\u56fd\u8a9e\u7814\u7a76\u6240\u3068\u306eUniversal Dependencies for Japanese\u306b\u95a2\u3059\u308b\u5171\u540c\u7814\u7a76\u6210\u679c\u3092GiNZA version 1.0\u3068\u3057\u30662019\u5e74\u6625\u306bGitHub\u3067\u516c\u958b\u3057\u307e\u3057\u305f\u3002GiNZA\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u30ef\u30f3\u30b9\u30c6\u30c3\u30d7\u3067\u306e\u5c0e\u5165\u3001\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u65e5\u672c\u8a9e\u306e\u89e3\u6790\u51e6\u7406\u3001\u4f9d\u5b58\u69cb\u9020\uff08\u4fc2\u308a\u53d7\u3051\uff09\u89e3\u6790\u3084\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u306a\u3069\u306e\u9ad8\u5ea6\u306aNLP\u6280\u8853\u3092\u56fd\u969b\u5316\u3055\u308c\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u4e0a\u3067\u5229\u7528\u53ef\u80fd\u306a\u3069\u306e\u7279\u5fb4\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002 Github\u3092\u898b\u308b \u8ad6\u6587\u3092\u8aad\u3080\u00a0 GiNZA\u306f\u306a\u305c\u5fc5\u8981\u304b \u4eba\u304c\u4f1a\u8a71\u3092\u3057\u305f\u308a\u3001\u8aad\u307f\u66f8\u304d\u3059\u308b\u6642\u306b\u4f7f\u3046\u4eba\u9593\u306e\u8a00\u8a9e\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u5206\u6790\u3059\u308b\u6280\u8853\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u547c\u3073\u307e\u3059\u3002 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306f\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u6a5f\u68b0\u7ffb\u8a33\u3001\u5bfe\u8a71\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u304a\u5ba2\u69d8\u306e\u58f0\uff08VOC\uff09\u5206\u6790\u306a\u3069\u3001\u65e5\u5e38\u751f\u6d3b\u3084\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u3055\u307e\u3056\u307e\u306a\u30b7\u30fc\u30f3\u3067\u5e83\u304f\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u00a0 \u8fd1\u4ee3\u7684\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306f\u8a00\u8a9e\u306b\u3088\u308a\u7570\u306a\u308b\u8a9e\u5f59\u3084\u6587\u6cd5\u898f\u5247\u3092\u3001\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u99c6\u4f7f\u3057\u3066\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u3002\u5206\u304b\u3061\u66f8\u304d\u3055\u308c\u306a\u3044\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u3057\u3066\u306f\u3001\u54c1\u8a5e\u30bf\u30b0\u4ed8\u3051\u3068\u5358\u8a9e\u5206\u5272\u3092\u540c\u6642\u306b\u884c\u3046\u5f62\u614b\u7d20\u89e3\u6790\u5668\u304c\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6587\u4e2d\u3067\u306e\u8a9e\u3068\u8a9e\u306e\u9593\u306e\u95a2\u4fc2\uff08\u4e3b\u8a9e\u30fb\u8ff0\u8a9e\u306a\u3069\u306e\u4fee\u98fe\u30fb\u88ab\u4fee\u98fe\u306e\u95a2\u4fc2\uff09\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u306f\u4f9d\u5b58\u69cb\u9020\u89e3\u6790\u5668\u3092\u3001\u5730\u540d\u30fb\u4eba\u540d\u30fb\u7d44\u7e54\u540d\u306a\u3069\u306e\u56fa\u6709\u8868\u73fe\u306e\u533a\u9593\u3068\u7a2e\u5225\u3092\u30e9\u30d9\u30eb\u4ed8\u3051\u3059\u308b\u305f\u3081\u306b\u306f\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u5668\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u82f1\u8a9e\u30fb\u4e2d\u56fd\u8a9e\u306a\u3069\u306e\u8a00\u8a9e\u3067\u306f\u3001\u8fd1\u5e74\u3001\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u3001\u5bb9\u6613\u306b\u8a00\u8a9e\u3092\u5207\u308a\u66ff\u3048\u3089\u308c\u308b\u3088\u3046\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u5229\u7528\u304c\u4e16\u754c\u7684\u306b\u5e83\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u52d5\u4f5c\u53ef\u80fd\u306a\u65e5\u672c\u8a9e\u89e3\u6790\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u306f\u3001\u305d\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5546\u7528\u5229\u7528\u3092\u7981\u3058\u3066\u3044\u308b\u305f\u3081\u3001\u9045\u308c\u3066\u3044\u307e\u3057\u305f\u3002 \u65e5\u672c\u8a9e\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30fb\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u82f1\u8a9e\u306b\u6bd4\u3079\u3066\u975e\u5e38\u306b\u7a2e\u985e\u304c\u5c11\u306a\u304f\u30c7\u30fc\u30bf\u91cf\u3082\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u306e\u5546\u7528\u5229\u7528\u3092\u5236\u9650\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u3088\u3046\u306b\u65e5\u672c\u8a9e\u3092\u89e3\u6790\u3059\u308b\u305f\u3081\u306e\u5171\u901a\u5316\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5e02\u5834\u306b\u63d0\u4f9b\u3055\u308c\u306a\u3044\u72b6\u6cc1\u306f\u3001\u65e5\u672c\u8a9e\u3092\u6271\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u591a\u304f\u306e\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u306b\u4f59\u5206\u306a\u30b3\u30b9\u30c8\u3068\u52b4\u529b\u3092\u8981\u6c42\u3057\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u6280\u8853\u969c\u58c1\u306b\u7acb\u3061\u5411\u304b\u3046\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f\u300cGiNZA\u300d\u306e\u53d6\u308a\u7d44\u307f\u3092\u59cb\u3081\u307e\u3057\u305f\u3002 GiNZA\u306f\u3069\u3046\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\u304b\uff1f GiNZA\u306f2\u3064\u306e\u57fa\u76e4\u6280\u8853\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059: spaCy: \u6700\u5148\u7aef\u306e\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u7d44\u307f\u8fbc\u3093\u3060\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af SudachiPy: \u30c8\u30fc\u30af\u30f3\u5316\u51e6\u7406\u306b\u5229\u7528\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5f62\u614b\u7d20\u89e3\u6790\u5668 GiNZA\u306f\u3053\u308c\u3089\u306e\u57fa\u76e4\u6280\u8853\u306e\u7279\u9577\u3092\u6d3b\u304b\u3057\u305f\u72ec\u81ea\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u8a2d\u8a08\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u7523\u696d\u5229\u7528\u306b\u8010\u3048\u308b\u5341\u5206\u306a\u51e6\u7406\u901f\u5ea6\u3068\u89e3\u6790\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u00a0 GiNZA\u3092\u5229\u7528\u3059\u308b\u306b\u306f GiNZA\u306fMIT\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u3082\u3068\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u516c\u958b\u3057\u3066\u304a\u308a\u3001\u5546\u696d\u5229\u7528\u76ee\u7684\u306e\u5229\u7528\u3082\u53ef\u80fd\u3067\u3059\u3002GiNZA\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u975e\u5e38\u306b\u5bb9\u6613\u3067\u3001\u30ef\u30f3\u30b9\u30c6\u30c3\u30d7\u3067\u5b8c\u4e86\u3057\u307e\u3059\u3002Python version 3.6\u4ee5\u4e0a\u3092\u5c0e\u5165\u6e08\u307f\u306e\u74b0\u5883\u3067\u306f\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u00a0 \u00a0 \u00a0 $ pip install ginza GiNZA\u306f\u65e5\u672c\u8a9e\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u3057\u3066\u201cUniversal Dependencies\u201d\u306b\u57fa\u3065\u304f\u4f9d\u5b58\u69cb\u9020\u89e3\u6790\u3092\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002\u6587\u3092\u6539\u884c\u3067\u533a\u5207\u3063\u305f\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u00a0input.txt\u3092\u89e3\u6790\u3057\u3001\u7d50\u679c\u3092\u201dCoNLL-UFormat\u201d\u3067outtput.txt\u306b\u4fdd\u5b58\u3059\u308b\u306b\u306f\u6b21\u306e\u3088\u3046\u306b\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 \u00a0 \u00a0 $ ginza &lt; input.txt &gt; output.txt GiNZA\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u306fspaCy\u306eAPI\u3092\u4f7f\u7528\u3057\u3066\u5b66\u7fd2\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5f93\u3063\u3066\u3001\u00a0GiNZA\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u306fspaCy\u304c\u63d0\u4f9b\u3059\u308b\u82f1\u8a9e\u3084\u30c9\u30a4\u30c4\u8a9e\u306a\u3069\u65e5\u672c\u8a9e\u4ee5\u5916\u306e\u89e3\u6790\u30e2\u30c7\u30eb\u3068\u4e92\u63db\u6027\u304c\u3042\u308a\u3001GiNZA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306e\u74b0\u5883\u3067\u3042\u308c\u3070\u8a00\u8a9e\u6307\u5b9a\u3092\u5909\u66f4\u3059\u308b\u3060\u3051\u3067spaCy API\u304b\u3089\u65e5\u672c\u8a9e\u89e3\u6790\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u00a0 \u00a0 \u00a0 import spacy\u00a0 \u00a0 nlp = spacy.load(&#8220;ja_ginza&#8221;)\u00a0 \u00a0 doc [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-15812","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>GiNZA: \u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea - Megagon<\/title>\n<meta name=\"description\" content=\"Megagon Labs (\u30e1\u30ac\u30b4\u30f3\u30e9\u30dc\uff09\u304c\u53d6\u308a\u7d44\u3080GiNZA\u306f\u3001\u65e5\u672c\u8a9e\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853 ( NLP ) \u3092\u30ef\u30f3\u30b9\u30c6\u30c3\u30d7\u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u65e5\u672c\u8a9e\u89e3\u6790\u3001\u4f9d\u5b58\u69cb\u9020\u89e3\u6790\u3084\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u306a\u3069\u306e\u9ad8\u5ea6\u306aNLP\u6280\u8853\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u7121\u6599\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/megagon.ai\/jp\/ginza\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GiNZA: \u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea - Megagon\" \/>\n<meta property=\"og:description\" content=\"Megagon Labs (\u30e1\u30ac\u30b4\u30f3\u30e9\u30dc\uff09\u304c\u53d6\u308a\u7d44\u3080GiNZA\u306f\u3001\u65e5\u672c\u8a9e\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853 ( NLP ) \u3092\u30ef\u30f3\u30b9\u30c6\u30c3\u30d7\u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u65e5\u672c\u8a9e\u89e3\u6790\u3001\u4f9d\u5b58\u69cb\u9020\u89e3\u6790\u3084\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u306a\u3069\u306e\u9ad8\u5ea6\u306aNLP\u6280\u8853\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u7121\u6599\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/megagon.ai\/jp\/ginza\/\" \/>\n<meta property=\"og:site_name\" content=\"Megagon\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/megagonlabs\/\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-24T17:42:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/megagon.ai\/wp-content\/uploads\/2025\/06\/GiNZA_logo_4c_t.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"767\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/megagon.ai\\\/jp\\\/ginza\\\/\",\"url\":\"https:\\\/\\\/megagon.ai\\\/jp\\\/ginza\\\/\",\"name\":\"GiNZA: \u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea - 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