{"id":14640,"date":"2022-01-28T11:39:00","date_gmt":"2022-01-28T11:39:00","guid":{"rendered":"https:\/\/megagon.ai\/japanese-realistic-textual-entailment-corpus\/"},"modified":"2025-11-28T08:04:24","modified_gmt":"2025-11-28T08:04:24","slug":"japanese-realistic-textual-entailment-corpus","status":"publish","type":"post","link":"https:\/\/megagon.ai\/jp\/japanese-realistic-textual-entailment-corpus\/","title":{"rendered":"\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14640\" class=\"elementor elementor-14640\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1292b75 e-flex e-con-boxed e-con e-parent\" data-id=\"1292b75\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e810c6f elementor-widget elementor-widget-text-editor\" data-id=\"e810c6f\" 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>\u3088\u308a\u826f\u3044\u9867\u5ba2\u4f53\u9a13\u3092\u751f\u307f\u51fa\u3059\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u306b\u597d\u8a55\u3092\u535a\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u88fd\u54c1\u306e\u7279\u5fb4\u3084\u8981\u56e0\u3092\u77e5\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Megagon Labs Tokyo \u306f\u65c5\u884c\u60c5\u5831\u30b5\u30a4\u30c8\u300e<a href=\"https:\/\/www.jalan.net\/\" target=\"_blank\" rel=\"noopener\">\u3058\u3083\u3089\u3093net<\/a>\u300f\u4e0a\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u5bbf\u6cca\u65bd\u8a2d\u3078\u306e\u30af\u30c1\u30b3\u30df\u3068\u3001\u305d\u308c\u3092\u57fa\u306b\u52a0\u5de5\u30fb\u4f5c\u6210\u3057\u305f\u6587\u7ae0\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\uff08\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u3092\u884c\u3063\u305f<a href=\"https:\/\/github.com\/megagonlabs\/jrte-corpus\" target=\"_blank\" rel=\"noopener\">Japanese Realistic Textual Entailment Corpus<\/a>\u00a0\uff08\u4ee5\u4e0bJRTE\u30b3\u30fc\u30d1\u30b9\uff09\u3092\u958b\u767a\u3057\u3001\u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u5b66\u8853\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u5411\u3051\u306b\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u672c\u8a18\u4e8b\u3067\u306fJRTE\u30b3\u30fc\u30d1\u30b9\u3068\u3001\u5229\u7528\u4f8b\u3068\u3057\u3066\u7c21\u5358\u306a\u6a5f\u68b0\u5b66\u7fd2\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p><p>\u30aa\u30f3\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3051\u308b\u30af\u30c1\u30b3\u30df\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u3084\u88fd\u54c1\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u30e6\u30fc\u30b6\u306b\u306f\u4e0d\u53ef\u6b20\u306a\u5b58\u5728\u3067\u3059\u3002\u571f\u5730\u52d8\u306e\u306a\u3044\u5730\u57df\u304c\u3069\u306e\u3088\u3046\u306a\u7279\u5fb4\u3092\u3082\u3063\u3066\u3044\u308b\u304b\u3001\u521d\u3081\u3066\u5229\u7528\u3059\u308b\u65bd\u8a2d\u306e\u3069\u306e\u3088\u3046\u306a\u70b9\u304c\u4ed6\u8005\u304b\u3089\u597d\u8a55\u3092\u535a\u3057\u3066\u3044\u308b\u304b\u3068\u3044\u3063\u305f\u77e5\u8b58\u304c\u3042\u308c\u3070\u3001\u79c1\u305f\u3061\u306f\u7d0d\u5f97\u3057\u3066\u9078\u3079\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30af\u30c1\u30b3\u30df\u306b\u306f\u69d8\u3005\u306a\u611f\u60f3\u30fb\u610f\u898b\u30fb\u8981\u671b\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6b8b\u5ff5\u306a\u304c\u3089\u5927\u91cf\u306e\u30af\u30c1\u30b3\u30df\u304b\u3089\u6b32\u3057\u3044\u60c5\u5831\u3092\u7d20\u65e9\u304f\u5f97\u308b\u3053\u3068\u306f\u672a\u3060\u306b\u7c21\u5358\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u3066\u3044\u304f\u305f\u3081\u306b\u77e5\u8b58\u306e\u81ea\u52d5\u62bd\u51fa\u30fb\u6574\u7406\u306b\u5f79\u7acb\u3064\u30b3\u30fc\u30d1\u30b9\u3092\u4f5c\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p><p><a href=\"https:\/\/www.aclweb.org\/anthology\/2020.lrec-1.843.pdf\" target=\"_blank\" rel=\"noopener\">\u8ad6\u6587\u3092\u8aad\u3080<\/a>\u00a0<\/p><p><a href=\"https:\/\/github.com\/megagonlabs\/jrte-corpus\" target=\"_blank\" rel=\"noopener\">JRTE\u30b3\u30fc\u30d1\u30b9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\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-d2b6f32 elementor-widget elementor-widget-heading\" data-id=\"d2b6f32\" 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<h2 class=\"elementor-heading-title elementor-size-default\">JRTE\u30b3\u30fc\u30d1\u30b9\u306e\u5185\u5bb9<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd7c852 elementor-widget elementor-widget-text-editor\" data-id=\"fd7c852\" 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>JRTE\u30b3\u30fc\u30d1\u30b9\u306b\u306f\u3001\u5bbf\u306e\u7279\u5fb4\u6709\u7121\u3001\u611f\u60c5\u6975\u6027\u3001\u542b\u610f\u95a2\u4fc2\u306e3\u3064\u306e\u30e9\u30d9\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b3\u30fc\u30d1\u30b9\u306f\u3053\u306e\u30c7\u30fc\u30bf\u7528\u306b\u4eba\u5de5\u7684\u306b\u4f5c\u3089\u308c\u305f\u6587\u3067\u306f\u306a\u304f\u3001\u30af\u30c1\u30b3\u30df\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u6587\u3092\u57fa\u306b\u3057\u3066\u3044\u308b\u306e\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002\u307e\u305f\u3001\u4e00\u822c\u7684\u306b\u30b3\u30fc\u30d1\u30b9\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u624b\u7d9a\u304d\u3092\u542b\u3081\u6642\u9593\u3092\u8981\u3059\u308b\u3082\u306e\u3067\u3059\u304c\u3001\u5b66\u8853\u76ee\u7684\u3067\u3042\u308c\u3070\u5373\u6642\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u308b\u70b9\u306b\u304a\u3044\u3066\u3082\u5b66\u8853\u767a\u5c55\u89b3\u70b9\u3067\u306f\u4fa1\u5024\u306e\u3042\u308b\u8a00\u8a9e\u8cc7\u6e90\u3067\u3042\u308b\u3068\u79c1\u305f\u3061\u306f\u8003\u3048\u3066\u3044\u307e\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-24b9645 elementor-widget elementor-widget-heading\" data-id=\"24b9645\" 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<h3 class=\"elementor-heading-title elementor-size-default\">\u5bbf\u306e\u7279\u5fb4\u306e\u6709\u7121\u30e9\u30d9\u30eb\u3068\u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2156ca8 elementor-widget elementor-widget-text-editor\" data-id=\"2156ca8\" 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>\u5bbf\u306e\u7279\u5fb4\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u30922\u5024\u3067 (\u3042\u308a=1, \u306a\u3057=0)\u3001 \u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb\u30923\u5024\u3067 (\u30dd\u30b8\u30c6\u30a3\u30d6=1, \u30cd\u30ac\u30c6\u30a3\u30d6=-1, \u30cb\u30e5\u30fc\u30c8\u30e9\u30eb=0 )\u3092\u30e9\u30d9\u30eb\u4ed8\u4e0e\u3057\u3066\u3044\u307e\u3059\u3002 \u305d\u308c\u305e\u308c\u306e\u30e9\u30d9\u30eb\u306e\u5206\u985e\u30bf\u30b9\u30af\u3092RHR, N\u3068\u672c\u7a3f\u3067\u306f\u3088\u3073\u307e\u3059\u3002 \u4ee5\u4e0b\u306b\u30c7\u30fc\u30bf\u306e\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002 \u3053\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u597d\u8a55\u306a\u5bbf\u306e\u7279\u5fb4\u306b\u95a2\u3059\u308b\u8a00\u53ca\u300d\u3092\u53d6\u308a\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\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-925ec29 elementor-widget elementor-widget-image\" data-id=\"925ec29\" 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=\"600\" height=\"199\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2022\/01\/20210817_\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b_01.png\" class=\"attachment-large size-large wp-image-17030\" alt=\"\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2022\/01\/20210817_\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b_01.png 600w, https:\/\/megagon.ai\/wp-content\/uploads\/2022\/01\/20210817_\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b_01-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\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-3cad140 elementor-widget elementor-widget-text-editor\" data-id=\"3cad140\" 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>\u5bbf\u306e\u7279\u5fb4\u306e\u6709\u7121\u30e9\u30d9\u30eb\u3068\u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb\u306e\u4f8b<\/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-3fab684 elementor-widget elementor-widget-text-editor\" data-id=\"3fab684\" 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>\u306a\u304a\u3001\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb\u4ed8\u304d\u65e5\u672c\u8a9e\u30b3\u30fc\u30d1\u30b9\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"http:\/\/www.nlp.mibel.cs.tsukuba.ac.jp\/~inui\/SA\/corpus\/\">\u7b51\u6ce2\u5927\u5b66\u6587\u5358\u4f4d\u8a55\u4fa1\u6975\u6027\u30bf\u30b0\u4ed8\u304d\u30b3\u30fc\u30d1\u30b9<\/a> (\u5916\u90e8\u30ea\u30f3\u30af\uff09<\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/github.com\/tmu-nlp\/sentiment-treebank\">\u9996\u90fd\u5927\u5b66\u6771\u4eac\u65e5\u672c\u8a9e\u8a55\u4fa1\u6975\u6027\u30bf\u30b0\u4ed8\u304d\u30b3\u30fc\u30d1\u30b9<\/a> (\u5916\u90e8\u30ea\u30f3\u30af)<\/li><\/ul>\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-a3795e6 elementor-widget elementor-widget-heading\" data-id=\"a3795e6\" 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<h3 class=\"elementor-heading-title elementor-size-default\">\u542b\u610f\u95a2\u4fc2\u30e9\u30d9\u30eb<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95e7c19 elementor-widget elementor-widget-text-editor\" data-id=\"95e7c19\" 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>\u4eee\u8aacH\u304c\u6210\u308a\u7acb\u3064\u3068\u304d\u524d\u63d0P\u3082\u5e38\u306b\u6210\u308a\u7acb\u3064\u304b\u3069\u3046\u304b\uff08\u542b\u610f\u3059\u308b\u304b\u3069\u3046\u304b\uff09\u3068\u3044\u3046\u30e9\u30d9\u30eb\u30922\u5024\u3067 (\u542b\u610f=1, \u975e\u542b\u610f=0) \u4ed8\u4e0e\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u30e9\u30d9\u30eb\u306e\u5206\u985e\u30bf\u30b9\u30af\u3092RTE\u3068\u672c\u7a3f\u3067\u306f\u3088\u3073\u307e\u3059\u3002 \u4ee5\u4e0b\u306b\u30c7\u30fc\u30bf\u306e\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002 \u3053\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u8868\u73fe\u306f\u7570\u306a\u308b\u304c\u540c\u3058\u3053\u3068\u3092\u8ff0\u3079\u3066\u3044\u308b\u8a00\u53ca\u300d\u3092\u63a2\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p><p>\u300c\u90e8\u5c4b\u304b\u3089\u306e\u773a\u3081\u304c\u826f\u3044\u300d\u304b\u3089\u3068\u3044\u3063\u3066\u305d\u308c\u306f\u6d77\u3068\u306f\u9650\u3089\u306a\u3044\u306e\u3067\u30e9\u30d9\u30eb\u306f0\u3067\u3059\u3002 \u4e00\u65b9\u3001\u300c\u90e8\u5c4b\u306f\u30aa\u30fc\u30b7\u30e3\u30f3\u30d3\u30e5\u30fc\u300d\u306a\u3089\u3070\u300c\u90e8\u5c4b\u304b\u3089\u6d77\u304c\u898b\u3048\u308b\u300d\u306f\u542b\u610f\u3059\u308b\u306e\u3067\u30e9\u30d9\u30eb\u306f1\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-228f49b elementor-widget elementor-widget-image\" data-id=\"228f49b\" 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 decoding=\"async\" width=\"700\" height=\"119\" src=\"https:\/\/megagon.ai\/wp-content\/uploads\/2022\/01\/20210817_\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b_02.png\" class=\"attachment-large size-large wp-image-17032\" alt=\"\" srcset=\"https:\/\/megagon.ai\/wp-content\/uploads\/2022\/01\/20210817_\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b_02.png 700w, https:\/\/megagon.ai\/wp-content\/uploads\/2022\/01\/20210817_\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b_02-300x51.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/>\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-8f68ade elementor-widget elementor-widget-text-editor\" data-id=\"8f68ade\" 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>\u542b\u610f\u95a2\u4fc2\u30e9\u30d9\u30eb\u306e\u4f8b<\/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-81ae375 elementor-widget elementor-widget-text-editor\" data-id=\"81ae375\" 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>\u306a\u304a\u3001\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u542b\u610f\u95a2\u4fc2\u30e9\u30d9\u30eb\u4ed8\u304d\u65e5\u672c\u8a9e\u30b3\u30fc\u30d1\u30b9\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"http:\/\/nlp.ist.i.kyoto-u.ac.jp\/index.php?Textual%20Entailment%20%E8%A9%95%E4%BE%A1%E3%83%87%E3%83%BC%E3%82%BF\">Textual Entailment \u8a55\u4fa1\u30c7\u30fc\u30bf<\/a> (\u5916\u90e8\u30ea\u30f3\u30af)<\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"http:\/\/nlp.ist.i.kyoto-u.ac.jp\/index.php?%E6%97%A5%E6%9C%AC%E8%AA%9ESNLI%28JSNLI%29%E3%83%87%E3%83%BC%E3%82%BF%E3%82%BB%E3%83%83%E3%83%88\">\u65e5\u672c\u8a9eSNLI(JSNLI)\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a> (\u5916\u90e8\u30ea\u30f3\u30af)<\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"http:\/\/warehouse.ntcir.nii.ac.jp\/openaccess\/rite\/10RITE-Japanese-wiki.html\">NTCIR-10 Recognizing Inference in TExt Task Japanese Wikipedia Corpus and Task Data<\/a> (\u5916\u90e8\u30ea\u30f3\u30af)<\/li><\/ul>\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-09513b2 elementor-widget elementor-widget-heading\" data-id=\"09513b2\" 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<h2 class=\"elementor-heading-title elementor-size-default\">JRTE\u30b3\u30fc\u30d1\u30b9\u306e\u6d3b\u7528\u4f8b\u306e\u7d39\u4ecb<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed8ebdc elementor-widget elementor-widget-heading\" data-id=\"ed8ebdc\" 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<h3 class=\"elementor-heading-title elementor-size-default\">\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38230a3 elementor-widget elementor-widget-text-editor\" data-id=\"38230a3\" 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>\u30b3\u30fc\u30d1\u30b9\u3092\u4f7f\u3063\u3066\u5206\u985e\u5668\u3092\u4f5c\u308b\u65b9\u6cd5\u306f\u8272\u3005\u8003\u3048\u3089\u308c\u307e\u3059\u304c\u3001\u3053\u3053\u3067\u306f\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b<a href=\"https:\/\/github.com\/cl-tohoku\/bert-japanese\" target=\"_blank\" rel=\"noopener\">\u6771\u5317\u5927\u306eBERT\u30e2\u30c7\u30eb<\/a>\u3092\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066Fine-tuning\u3059\u308b\u3068\u3044\u3046\u65b9\u6cd5\u3092\u884c\u3063\u3066\u307f\u307e\u3059\u3002 (BERT\u81ea\u4f53\u306e\u89e3\u8aac\u306b\u95a2\u3057\u3066\u306f<a href=\"https:\/\/www.ogis-ri.co.jp\/otc\/hiroba\/technical\/similar-document-search\/part3.html\" target=\"_blank\" rel=\"noopener\">\u30aa\u30fc\u30b8\u30b9\u7dcf\u7814\u306e\u89e3\u8aac\u8a18\u4e8b<\/a>\u304c\u53c2\u8003\u306b\u306a\u308a\u307e\u3059)<\/p><p>\u307e\u305a\u3001<a href=\"https:\/\/github.com\/megagonlabs\/jrte-corpus\" target=\"_blank\" rel=\"noopener\">JRTE\u30b3\u30fc\u30d1\u30b9<\/a>\u3068<a href=\"https:\/\/github.com\/megagonlabs\/jrte-corpus_example\" target=\"_blank\" rel=\"noopener\">\u30b5\u30f3\u30d7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8<\/a>\u3092\u5165\u624b\u3057\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\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-e33fe03 elementor-widget elementor-widget-code-highlight\" data-id=\"e33fe03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>$ git clone https:\/\/github.com\/megagonlabs\/jrte-corpus_example\n$ cd jrte-corpus_example\n$ git clone https:\/\/github.com\/megagonlabs\/jrte-corpus\n$ pip3 install poetry\n$ poetry install --no-root<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-819f0c7 elementor-widget elementor-widget-text-editor\" data-id=\"819f0c7\" 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>\u6b21\u306b\u3001\u5b66\u7fd2\u30b9\u30af\u30ea\u30d7\u30c8\u3067Fine-tuning\u3092\u884c\u3063\u3066\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u307e\u3059\u3002GPU (NVIDIA V100-SXM2)\u3067PN, RHR\u306e\u5b66\u7fd2\u6642\u9593\u306f1\u5206\u534a\u7a0b\u5ea6\u3001RTE\u306e\u5b66\u7fd2\u6642\u9593\u306f5\u5206\u7a0b\u5ea6\u3067\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-2f16bf3 elementor-widget elementor-widget-code-highlight\" data-id=\"2f16bf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>$ poetry run python3 .\/train.py -i .\/jrte-corpus\/data\/pn.tsv -o .\/model-pn --task pn \r\n$ poetry run python3 .\/train.py -i .\/jrte-corpus\/data\/rhr.tsv -o .\/model-rhr --task rhr \r\n$ poetry run python3 .\/train.py -i '.\/jrte-corpus\/data\/rte.*.tsv' -o .\/model-rte --task rte<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c343d7c elementor-widget elementor-widget-heading\" data-id=\"c343d7c\" 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<h3 class=\"elementor-heading-title elementor-size-default\">\u30e2\u30c7\u30eb\u306e\u52d5\u4f5c\u78ba\u8a8d<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30e70e6 elementor-widget elementor-widget-text-editor\" data-id=\"30e70e6\" 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>\u3053\u3053\u3067\u3001<a href=\"https:\/\/github.com\/huggingface\/transformers\/tree\/master\/src\/transformers\/commands\" target=\"_blank\" rel=\"noopener\">transformer-cli<\/a>\u306e<a href=\"https:\/\/github.com\/huggingface\/transformers\/blob\/master\/src\/transformers\/commands\/serving.py\" target=\"_blank\" rel=\"noopener\">serve<\/a>\u3092\u4f7f\u3063\u3066\u5206\u985e\u30b5\u30fc\u30d0\u3092\u7acb\u3066\u3066\u3001\u30e2\u30c7\u30eb\u3092\u8a66\u3057\u3066\u307f\u307e\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-ceea8c9 elementor-widget elementor-widget-code-highlight\" data-id=\"ceea8c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>$ poetry run transformers-cli serve --task sentiment-analysis --model .\/model-pn --port 8900 \r\n$ curl -X POST -H \"Content-Type: application\/json\" \"http:\/\/localhost:8900\/forward\" -d '{\"inputs\":[\"\u3054\u98ef\u304c\u7f8e\u5473\u3057\u3044\u3067\u3059\u3002\", \"3\u4eba\u3067\u884c\u304d\u307e\u3057\u305f\u3002\" , \"\u90e8\u5c4b\u306f\u72ed\u304b\u3063\u305f\u3067\u3059\u3002\"] }' \r\n{\"output\":[{\"label\":\"pos\",\"score\":0.8015708923339844},{\"label\":\"neu\",\"score\":0.47732535004615784},{\"label\":\"neg\",\"score\":0.42699119448661804}]}\r\n<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0beab58 elementor-widget elementor-widget-text-editor\" data-id=\"0beab58\" 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>3\u6587\u306e\u5165\u529b\u306b\u5bfe\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u30dd\u30b8\u30c6\u30a3\u30d6\u3001\u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u3068\u3001(\u6b63\u3057\u304f)\u30e9\u30d9\u30eb\u304c\u4ed8\u4e0e\u3055\u308c\u3066\u3044\u307e\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-6bd415d elementor-widget elementor-widget-code-highlight\" data-id=\"6bd415d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>$ poetry run transformers-cli serve --task sentiment-analysis --model .\/model-rhr --port 8901 \r\n$ curl -X POST -H \"Content-Type: application\/json\" \"http:\/\/localhost:8901\/forward\" -d '{\"inputs\":[\"\u3054\u98ef\u304c\u7f8e\u5473\u3057\u3044\u3067\u3059\u3002\", \"3\u4eba\u3067\u884c\u304d\u307e\u3057\u305f\u3002\"] }' \r\n{\"output\":[{\"label\":\"yes\",\"score\":0.9653761386871338},{\"label\":\"no\",\"score\":0.8748807907104492}]}<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-048971c elementor-widget elementor-widget-text-editor\" data-id=\"048971c\" 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>2\u6587\u306e\u5165\u529b\u306b\u5bfe\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u95a2\u4fc2\u3042\u308a\u3001\u95a2\u4fc2\u306a\u3057\u3068\u3001(\u6b63\u3057\u304f)\u30e9\u30d9\u30eb\u304c\u4ed8\u4e0e\u3055\u308c\u3066\u3044\u307e\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-3f89edc elementor-widget elementor-widget-code-highlight\" data-id=\"3f89edc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>$ poetry run transformers-cli serve --task sentiment-analysis --model .\/model-rte --port 8902 \r\n$ curl -X POST -H \"Content-Type: application\/json\" \"http:\/\/localhost:8902\/forward\" -d '{\"inputs\":[[\"\u98a8\u5442\u304c\u304d\u308c\u3044\u3067\u3059\u3002\", \"\u98df\u4e8b\u304c\u7f8e\u5473\u3057\u3044\u3067\u3059\" ] , [ \"\u6691\u3044\u3067\u3059\u3002\", \"\u3068\u3066\u3082\u6691\u304b\u3063\u305f\"]] }' \r\n{\"output\":[{\"label\":\"NE\",\"score\":0.9982748627662659},{\"label\":\"E\",\"score\":0.9790723323822021}]}<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0f9304 elementor-widget elementor-widget-text-editor\" data-id=\"a0f9304\" 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>2\u6587\u306e\u6587\u30da\u30a2\u306e\u5165\u529b\u306b\u5bfe\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u975e\u542b\u610f\u3001\u542b\u610f\u3068\u3001(\u6b63\u3057\u304f) \u30e9\u30d9\u30eb\u304c\u4ed8\u4e0e\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3082\u3061\u308d\u3093\u3001\u3042\u3089\u3086\u308b\u5165\u529b\u306b\u5bfe\u3057\u3066\u6b63\u3057\u3044\u30e9\u30d9\u30eb\u3092\u4ed8\u4e0e\u3059\u308b\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u8aa4\u3063\u305f\u30e9\u30d9\u30eb\u304c\u4ed8\u4e0e\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\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-1ed8e7a elementor-widget elementor-widget-heading\" data-id=\"1ed8e7a\" 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<h3 class=\"elementor-heading-title elementor-size-default\">\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u8a55\u4fa1<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f79185 elementor-widget elementor-widget-text-editor\" data-id=\"4f79185\" 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>\u305d\u308c\u3067\u306f\u3001\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u7cbe\u5ea6\u3092\u691c\u8a3c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\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-81e4d21 elementor-widget elementor-widget-code-highlight\" data-id=\"81e4d21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript line-numbers\">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>$ poetry run python3 .\/train.py --evaluate -i .\/jrte-corpus\/data\/pn.tsv --base .\/model-pn --task pn -o .\/model-pn\/evaluate_output.txt \r\n$ awk '{if($1==$2){ok+=1} } END{ print(ok, NR, ok\/NR) }' .\/model-pn\/evaluate_output.txt \r\n464 553 0.83906 \r\n\r\n$ poetry run python3 .\/train.py --evaluate -i .\/jrte-corpus\/data\/rhr.tsv --base .\/model-rhr --task rhr -o .\/model-rhr\/evaluate_output.txt \r\n$ awk '{if($1==$2){ok+=1} } END{ print(ok, NR, ok\/NR) } ' .\/model-rhr\/evaluate_output.txt \r\n490 553 0.886076 \r\n\r\n$ poetry run python3 .\/train.py --evaluate -i '.\/jrte-corpus\/data\/rte.*.tsv' --base .\/model-rte --task rte -o .\/model-rte\/evaluate_output.txt \r\n$ awk '{if($1==$2){ok+=1} } END{ print(ok, NR, ok\/NR) } ' .\/model-rte\/evaluate_output.txt \r\n4903 5529 0.886779<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba83207 elementor-widget elementor-widget-text-editor\" data-id=\"ba83207\" 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>\u305d\u308c\u305e\u308c\u306e\u30e2\u30c7\u30eb\u306eAccuracy\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p><p>\u4ee5\u4e0a\u3001\u7c21\u5358\u306bJRTE\u30b3\u30fc\u30d1\u30b9\u3092\u7528\u3044\u305f\u5206\u985e\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u65b9\u6cd5\u306e\u4e00\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002 \u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5de5\u592b\u3057\u305f\u308a\u3001\u9593\u9055\u3048\u3084\u3059\u3044\u30c7\u30fc\u30bf\u3092\u5225\u9014\u53ce\u96c6\u3057\u3066\u30e9\u30d9\u30eb\u4ed8\u3051\u3057\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u8ffd\u52a0\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u66f4\u306b\u7cbe\u5ea6\u306e\u5411\u4e0a\u304c\u56f3\u308c\u307e\u3059\u3002\u307e\u305f\u3001JRTE\u30b3\u30fc\u30d1\u30b9\u306f\u65e5\u672c\u8a9e\u306e\u305f\u3081\u30e2\u30c7\u30eb\u306e\u30a8\u30e9\u30fc\u89e3\u6790\u304c\u5bb9\u6613\u3067\u3042\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u306b\u99b4\u67d3\u307f\u306e\u306a\u3044\u65b9\u306b\u5411\u3051\u305f\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3068\u3057\u3066\u3082\u6d3b\u7528\u3044\u305f\u3060\u3051\u307e\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-3cc86a3 elementor-widget elementor-widget-heading\" data-id=\"3cc86a3\" 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<h2 class=\"elementor-heading-title elementor-size-default\">\u6700\u5f8c\u306b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7302c46 elementor-widget elementor-widget-text-editor\" data-id=\"7302c46\" 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\u306f\u4eca\u5f8c\u3082\u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u5e45\u5e83\u3044\u5b66\u8853\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u7814\u7a76\u529b\u5411\u4e0a\u306b\u8ca2\u732e\u3059\u308b\u305f\u3081\u3001\u516c\u7684\u7814\u7a76\u6a5f\u95a2\u3084\u5927\u5b66\u306e\u7814\u7a76\u8005\u3084\u5b66\u751f\u306e\u7686\u3055\u3093\u306e\u6d3b\u52d5\u306b\u6709\u76ca\u306a\u7814\u7a76\u7528\u30c7\u30fc\u30bf\u3092\u516c\u958b\u3057\u3066\u307e\u3044\u308a\u307e\u3059\u3002<br \/><br \/>(\u7b46\u8005: \u6797\u90e8 \u7950\u592a \/ Megagon Labs Tokyo)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\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>\u3088\u308a\u826f\u3044\u9867\u5ba2\u4f53\u9a13\u3092\u751f\u307f\u51fa\u3059\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u306b\u597d\u8a55\u3092\u535a\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3084\u88fd\u54c1\u306e\u7279\u5fb4\u3084\u8981\u56e0\u3092\u77e5\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Megagon Labs Tokyo \u306f\u65c5\u884c\u60c5\u5831\u30b5\u30a4\u30c8\u300e\u3058\u3083\u3089\u3093net\u300f\u4e0a\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u5bbf\u6cca\u65bd\u8a2d\u3078\u306e\u30af\u30c1\u30b3\u30df\u3068\u3001\u305d\u308c\u3092\u57fa\u306b\u52a0\u5de5\u30fb\u4f5c\u6210\u3057\u305f\u6587\u7ae0\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\uff08\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u3092\u884c\u3063\u305fJapanese Realistic Textual Entailment Corpus\u00a0\uff08\u4ee5\u4e0bJRTE\u30b3\u30fc\u30d1\u30b9\uff09\u3092\u958b\u767a\u3057\u3001\u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u5b66\u8853\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u5411\u3051\u306b\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u672c\u8a18\u4e8b\u3067\u306fJRTE\u30b3\u30fc\u30d1\u30b9\u3068\u3001\u5229\u7528\u4f8b\u3068\u3057\u3066\u7c21\u5358\u306a\u6a5f\u68b0\u5b66\u7fd2\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u30aa\u30f3\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3051\u308b\u30af\u30c1\u30b3\u30df\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u3084\u88fd\u54c1\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u30e6\u30fc\u30b6\u306b\u306f\u4e0d\u53ef\u6b20\u306a\u5b58\u5728\u3067\u3059\u3002\u571f\u5730\u52d8\u306e\u306a\u3044\u5730\u57df\u304c\u3069\u306e\u3088\u3046\u306a\u7279\u5fb4\u3092\u3082\u3063\u3066\u3044\u308b\u304b\u3001\u521d\u3081\u3066\u5229\u7528\u3059\u308b\u65bd\u8a2d\u306e\u3069\u306e\u3088\u3046\u306a\u70b9\u304c\u4ed6\u8005\u304b\u3089\u597d\u8a55\u3092\u535a\u3057\u3066\u3044\u308b\u304b\u3068\u3044\u3063\u305f\u77e5\u8b58\u304c\u3042\u308c\u3070\u3001\u79c1\u305f\u3061\u306f\u7d0d\u5f97\u3057\u3066\u9078\u3079\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30af\u30c1\u30b3\u30df\u306b\u306f\u69d8\u3005\u306a\u611f\u60f3\u30fb\u610f\u898b\u30fb\u8981\u671b\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6b8b\u5ff5\u306a\u304c\u3089\u5927\u91cf\u306e\u30af\u30c1\u30b3\u30df\u304b\u3089\u6b32\u3057\u3044\u60c5\u5831\u3092\u7d20\u65e9\u304f\u5f97\u308b\u3053\u3068\u306f\u672a\u3060\u306b\u7c21\u5358\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3057\u3066\u3044\u304f\u305f\u3081\u306b\u77e5\u8b58\u306e\u81ea\u52d5\u62bd\u51fa\u30fb\u6574\u7406\u306b\u5f79\u7acb\u3064\u30b3\u30fc\u30d1\u30b9\u3092\u4f5c\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002 \u8ad6\u6587\u3092\u8aad\u3080\u00a0 JRTE\u30b3\u30fc\u30d1\u30b9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b JRTE\u30b3\u30fc\u30d1\u30b9\u306e\u5185\u5bb9 JRTE\u30b3\u30fc\u30d1\u30b9\u306b\u306f\u3001\u5bbf\u306e\u7279\u5fb4\u6709\u7121\u3001\u611f\u60c5\u6975\u6027\u3001\u542b\u610f\u95a2\u4fc2\u306e3\u3064\u306e\u30e9\u30d9\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b3\u30fc\u30d1\u30b9\u306f\u3053\u306e\u30c7\u30fc\u30bf\u7528\u306b\u4eba\u5de5\u7684\u306b\u4f5c\u3089\u308c\u305f\u6587\u3067\u306f\u306a\u304f\u3001\u30af\u30c1\u30b3\u30df\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u6587\u3092\u57fa\u306b\u3057\u3066\u3044\u308b\u306e\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002\u307e\u305f\u3001\u4e00\u822c\u7684\u306b\u30b3\u30fc\u30d1\u30b9\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u624b\u7d9a\u304d\u3092\u542b\u3081\u6642\u9593\u3092\u8981\u3059\u308b\u3082\u306e\u3067\u3059\u304c\u3001\u5b66\u8853\u76ee\u7684\u3067\u3042\u308c\u3070\u5373\u6642\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u308b\u70b9\u306b\u304a\u3044\u3066\u3082\u5b66\u8853\u767a\u5c55\u89b3\u70b9\u3067\u306f\u4fa1\u5024\u306e\u3042\u308b\u8a00\u8a9e\u8cc7\u6e90\u3067\u3042\u308b\u3068\u79c1\u305f\u3061\u306f\u8003\u3048\u3066\u3044\u307e\u3059\u3002 \u5bbf\u306e\u7279\u5fb4\u306e\u6709\u7121\u30e9\u30d9\u30eb\u3068\u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb \u5bbf\u306e\u7279\u5fb4\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u30922\u5024\u3067 (\u3042\u308a=1, \u306a\u3057=0)\u3001 \u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb\u30923\u5024\u3067 (\u30dd\u30b8\u30c6\u30a3\u30d6=1, \u30cd\u30ac\u30c6\u30a3\u30d6=-1, \u30cb\u30e5\u30fc\u30c8\u30e9\u30eb=0 )\u3092\u30e9\u30d9\u30eb\u4ed8\u4e0e\u3057\u3066\u3044\u307e\u3059\u3002 \u305d\u308c\u305e\u308c\u306e\u30e9\u30d9\u30eb\u306e\u5206\u985e\u30bf\u30b9\u30af\u3092RHR, N\u3068\u672c\u7a3f\u3067\u306f\u3088\u3073\u307e\u3059\u3002 \u4ee5\u4e0b\u306b\u30c7\u30fc\u30bf\u306e\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002 \u3053\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u597d\u8a55\u306a\u5bbf\u306e\u7279\u5fb4\u306b\u95a2\u3059\u308b\u8a00\u53ca\u300d\u3092\u53d6\u308a\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 \u5bbf\u306e\u7279\u5fb4\u306e\u6709\u7121\u30e9\u30d9\u30eb\u3068\u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb\u306e\u4f8b \u306a\u304a\u3001\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u611f\u60c5\u6975\u6027\u30e9\u30d9\u30eb\u4ed8\u304d\u65e5\u672c\u8a9e\u30b3\u30fc\u30d1\u30b9\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002 \u7b51\u6ce2\u5927\u5b66\u6587\u5358\u4f4d\u8a55\u4fa1\u6975\u6027\u30bf\u30b0\u4ed8\u304d\u30b3\u30fc\u30d1\u30b9 (\u5916\u90e8\u30ea\u30f3\u30af\uff09 \u9996\u90fd\u5927\u5b66\u6771\u4eac\u65e5\u672c\u8a9e\u8a55\u4fa1\u6975\u6027\u30bf\u30b0\u4ed8\u304d\u30b3\u30fc\u30d1\u30b9 (\u5916\u90e8\u30ea\u30f3\u30af) \u542b\u610f\u95a2\u4fc2\u30e9\u30d9\u30eb \u4eee\u8aacH\u304c\u6210\u308a\u7acb\u3064\u3068\u304d\u524d\u63d0P\u3082\u5e38\u306b\u6210\u308a\u7acb\u3064\u304b\u3069\u3046\u304b\uff08\u542b\u610f\u3059\u308b\u304b\u3069\u3046\u304b\uff09\u3068\u3044\u3046\u30e9\u30d9\u30eb\u30922\u5024\u3067 (\u542b\u610f=1, \u975e\u542b\u610f=0) \u4ed8\u4e0e\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u30e9\u30d9\u30eb\u306e\u5206\u985e\u30bf\u30b9\u30af\u3092RTE\u3068\u672c\u7a3f\u3067\u306f\u3088\u3073\u307e\u3059\u3002 \u4ee5\u4e0b\u306b\u30c7\u30fc\u30bf\u306e\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002 \u3053\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u8868\u73fe\u306f\u7570\u306a\u308b\u304c\u540c\u3058\u3053\u3068\u3092\u8ff0\u3079\u3066\u3044\u308b\u8a00\u53ca\u300d\u3092\u63a2\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 \u300c\u90e8\u5c4b\u304b\u3089\u306e\u773a\u3081\u304c\u826f\u3044\u300d\u304b\u3089\u3068\u3044\u3063\u3066\u305d\u308c\u306f\u6d77\u3068\u306f\u9650\u3089\u306a\u3044\u306e\u3067\u30e9\u30d9\u30eb\u306f0\u3067\u3059\u3002 \u4e00\u65b9\u3001\u300c\u90e8\u5c4b\u306f\u30aa\u30fc\u30b7\u30e3\u30f3\u30d3\u30e5\u30fc\u300d\u306a\u3089\u3070\u300c\u90e8\u5c4b\u304b\u3089\u6d77\u304c\u898b\u3048\u308b\u300d\u306f\u542b\u610f\u3059\u308b\u306e\u3067\u30e9\u30d9\u30eb\u306f1\u3067\u3059\u3002 \u542b\u610f\u95a2\u4fc2\u30e9\u30d9\u30eb\u306e\u4f8b \u306a\u304a\u3001\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u542b\u610f\u95a2\u4fc2\u30e9\u30d9\u30eb\u4ed8\u304d\u65e5\u672c\u8a9e\u30b3\u30fc\u30d1\u30b9\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002 Textual Entailment \u8a55\u4fa1\u30c7\u30fc\u30bf (\u5916\u90e8\u30ea\u30f3\u30af) \u65e5\u672c\u8a9eSNLI(JSNLI)\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8 (\u5916\u90e8\u30ea\u30f3\u30af) NTCIR-10 Recognizing Inference in TExt [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":14644,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[289],"tags":[],"class_list":["post-14640","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-jp2"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3058\u3083\u3089\u3093net\u306b\u6295\u7a3f\u3055\u308c\u305f\u5bbf\u30af\u30c1\u30b3\u30df\u3092\u7528\u3044\u305f\u611f\u60c5\u6975\u6027\u5206\u6790\u30fb\u542b\u610f\u95a2\u4fc2\u8a8d\u8b58\u306e\u4e00\u4f8b - Megagon | \u30ea\u30af\u30eb\u30fc\u30c8 AI\u7814\u7a76\u6a5f\u95a2<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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\u306f\u65c5\u884c\u60c5\u5831\u30b5\u30a4\u30c8\u300e\u3058\u3083\u3089\u3093net\u300f\u4e0a\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u5bbf\u6cca\u65bd\u8a2d\u3078\u306e\u30af\u30c1\u30b3\u30df\u3068\u3001\u305d\u308c\u3092\u57fa\u306b\u52a0\u5de5\u30fb\u4f5c\u6210\u3057\u305f\u6587\u7ae0\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\uff08\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u3092\u884c\u3063\u305fJapanese Realistic Textual Entailment Corpus\u00a0\uff08\u4ee5\u4e0bJRTE\u30b3\u30fc\u30d1\u30b9\uff09\u3092\u958b\u767a\u3057\u3001\u65e5\u672c\u8a9e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u5b66\u8853\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u5411\u3051\u306b\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u672c\u8a18\u4e8b\u3067\u306fJRTE\u30b3\u30fc\u30d1\u30b9\u3068\u3001\u5229\u7528\u4f8b\u3068\u3057\u3066\u7c21\u5358\u306a\u6a5f\u68b0\u5b66\u7fd2\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 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