{"id":5145,"date":"2026-09-04T09:52:35","date_gmt":"2026-09-04T00:52:35","guid":{"rendered":"https:\/\/wordvice.com\/jp\/blog\/?p=5145"},"modified":"2026-09-04T10:58:33","modified_gmt":"2026-09-04T01:58:33","slug":"ai-detectors-academic-writing","status":"publish","type":"post","link":"https:\/\/wordvice.com\/jp\/blog\/ai-detectors-academic-writing\/","title":{"rendered":"\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u3088\u308b\u82f1\u6587\u6821\u6b63\u3067AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306e\u30b9\u30b3\u30a2\u306f\u4e0b\u304c\u308b\uff1f\uff08EMNLP 2026\u63a1\u629e\uff09"},"content":{"rendered":"\n<p><strong>\u30ab\u30c6\u30b4\u30ea\u30fc<\/strong>\uff1a \u5b66\u8853\u30c8\u30d4\u30c3\u30af<br><strong>\u8aad\u4e86\u6642\u9593<\/strong>\uff1a 7\uff5e8\u5206<\/p>\n\n\n\n<h2>\u5b66\u8853\u8ad6\u6587\u306eAI\u5224\u5b9a\u306f\u4fe1\u983c\u3067\u304d\u308b\uff1f<\/h2>\n\n\n\n<p>\u8ad6\u6587AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306f\u3001\u30a8\u30c3\u30bb\u30a4\u3084\u7814\u7a76\u8ad6\u6587\u306a\u3069\u306e\u5b66\u8853\u6587\u66f8\u304cAI\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u3082\u306e\u304b\u3092\u5224\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u6b21\u7b2c\u306b\u5e83\u304f\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u306f\u6c17\u306b\u306a\u308b\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u81ea\u5206\u3067\u66f8\u3044\u305f\u8ad6\u6587\u306a\u306e\u306bAI\u751f\u6210\u3068\u5224\u5b9a\u3055\u308c\u305f\u3089\u3001\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/strong><\/p>\n\n\n\n<p>\u3068\u308a\u308f\u3051\u3001\u82f1\u8a9e\u3092\u6bcd\u8a9e\u3068\u3057\u306a\u3044\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u306f\u73fe\u5b9f\u7684\u306a\u61f8\u5ff5\u3067\u3059\u3002\u975e\u30cd\u30a4\u30c6\u30a3\u30d6\u304c\u66f8\u3044\u305f\u82f1\u6587\u306f\u3001\u4e00\u90e8\u306eAI\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u3067\u8aa4\u691c\u77e5\u7387\u304c\u9ad8\u304f\u306a\u308b\u3053\u3068\u304c\u3001\u3053\u308c\u307e\u3067\u306e\u7814\u7a76\u3067\u3082\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Wordvice\u306f10\u5e74\u4ee5\u4e0a\u306b\u308f\u305f\u308a\u5b66\u8853\u82f1\u6587\u6821\u6b63\u3092\u63d0\u4f9b\u3057\u3001Wordvice AI Detector\u3082\u958b\u767a\u30fb\u904b\u55b6\u3057\u3066\u3044\u307e\u3059\u3002\u4eba\u306e\u624b\u306b\u3088\u308b\u5b66\u8853\u82f1\u6587\u6821\u6b63\u3068AI\u30c6\u30ad\u30b9\u30c8\u691c\u51fa\u306e\u4e21\u65b9\u306b\u643a\u308f\u3063\u3066\u3044\u308b\u304b\u3089\u3053\u305d\u3001\u5b9f\u969b\u306e\u5b66\u8853\u539f\u7a3f\u304c\u5c02\u9580\u6821\u6b63\u306e\u524d\u5f8c\u3067\u3069\u306e\u3088\u3046\u306b\u5224\u5b9a\u3055\u308c\u308b\u306e\u304b\u3092\u691c\u8a3c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u3001<strong>\u5c02\u9580\u82f1\u6587\u6821\u6b63\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u5f97\u3089\u308c\u305f13\u4e075,389\u7d44\u306e\u5b66\u8853\u539f\u7a3f<\/strong>\u3092\u7528\u3044\u3066\u3001\u3053\u306e\u554f\u984c\u3092\u5206\u6790\u3057\u307e\u3057\u305f\u3002\u540c\u4e00\u306e\u6587\u66f8\u306e\u6821\u6b63\u524d\u3068\u6821\u6b63\u5f8c\u3092\u4e00\u7d44\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>EMNLP 2026 Industry Track\u306b\u63a1\u629e\u3055\u308c\u305f\u672c\u7814\u7a76<\/strong>\u3067\u306f\u3001\u8457\u8005\u3068\u5185\u5bb9\u304c\u540c\u3058\u3067\u3082\u3001\u4eba\u306e\u624b\u306b\u3088\u308b\u5c02\u9580\u6821\u6b63\u3092\u7d4c\u308b\u3068<strong>AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306e\u5224\u5b9a\u304c\u5909\u308f\u308a\u5f97\u308b<\/strong>\u3068\u3044\u3046\u6ce8\u76ee\u3059\u3079\u304d\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u3001<strong>AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306f\u3001\u6821\u6b63\u3055\u308c\u305f\u5b66\u8853\u8ad6\u6587\u306e\u4f55\u3092\u898b\u3066\u5224\u5b9a\u3057\u3066\u3044\u308b<\/strong>\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<h2>\u5b66\u8853\u8ad6\u6587\u306eAI\u691c\u51fa\u304c\u96e3\u3057\u3044\u7406\u7531<\/h2>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u306e\u7814\u7a76\u3067\u3082\u3001AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306e<strong>\u8aa4\u691c\u77e5\uff08false positive\uff09<\/strong>\u306f\u7e70\u308a\u8fd4\u3057\u554f\u984c\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u5e83\u304f\u5f15\u7528\u3055\u308c\u3066\u3044\u308bLiang et al. (2023)\u306e\u7814\u7a76\u3067\u306f\u3001\u975e\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u82f1\u8a9e\u8a71\u8005\u304c\u66f8\u3044\u305fTOEFL\u30a8\u30c3\u30bb\u30a4\u304cAI\u751f\u6210\u6587\u3068\u8aa4\u5224\u5b9a\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u6027\u8cea\u304c\u7570\u306a\u308b\u66f8\u304d\u624b\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u6bd4\u8f03\u3059\u308b\u65b9\u6cd5\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u30cd\u30a4\u30c6\u30a3\u30d6\u3068\u975e\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u6587\u7ae0\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3055\u307e\u3056\u307e\u306a\u8981\u7d20\u304c\u7570\u306a\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u30c6\u30fc\u30de<\/li>\n\n\n\n<li>\u8a9e\u5f59<\/li>\n\n\n\n<li>\u6587\u69cb\u9020<\/li>\n\n\n\n<li>\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u80fd\u529b<\/li>\n\n\n\n<li>\u7814\u7a76\u5206\u91ce<\/li>\n\n\n\n<li>\u500b\u4eba\u306e\u6587\u4f53<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3067\u306f\u3001AI\u30c1\u30a7\u30c3\u30ab\u30fc\u304c\u4f55\u306b\u53cd\u5fdc\u3057\u3066\u7570\u306a\u308b\u7d50\u679c\u3092\u51fa\u3057\u305f\u306e\u304b\u3092\u5272\u308a\u51fa\u3059\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u672c\u5f53\u306bAI\u306b\u3088\u308b\u57f7\u7b46\u3092\u691c\u51fa\u3057\u305f\u306e\u304b\u3002<\/li>\n\n\n\n<li>\u305d\u308c\u3068\u3082\u3001\u6587\u7ae0\u306e\u8a00\u8a9e\u7684\u306a\u7279\u5fb4\u306b\u53cd\u5fdc\u3057\u305f\u306e\u304b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f\u3001<strong>\u5225\u306e\u65b9\u6cd5\u304b\u3089\u3053\u306e\u554f\u984c\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3057\u307e\u3057\u305f<\/strong>\u3002<\/p>\n\n\n\n<h2>\u3053\u306e\u7814\u7a76\u3092\u53ef\u80fd\u306b\u3057\u305f\u30c7\u30fc\u30bf<\/h2>\n\n\n\n<p>\u7814\u7a76\u30c1\u30fc\u30e0\u304c\u5206\u6790\u3057\u305f\u306e\u306f\u3001<strong>\u540c\u4e00\u306e\u5b66\u8853\u539f\u7a3f\u306e\u3001\u6821\u6b63\u524d\u3068\u5c02\u9580\u6821\u6b63\u5f8c\u3092\u5bfe\u306b\u3057\u305f\u5e0c\u5c11\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u8457\u8005\u306f\u540c\u3058\u3002<\/li>\n\n\n\n<li>\u7814\u7a76\u5185\u5bb9\u3082\u5909\u308f\u3089\u306a\u3044\u3002<\/li>\n\n\n\n<li>\u30c6\u30fc\u30de\u3068\u4f1d\u3048\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u8ad6\u65e8\u3082\u540c\u3058\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5909\u308f\u3063\u305f\u306e\u306f\u3001\u82f1\u8a9e\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u5c02\u9580\u30a8\u30c7\u30a3\u30bf\u30fc\u306b\u3088\u308b\u6821\u6b63\u5f8c\u306e<strong>\u8a00\u8a9e\u8868\u73fe<\/strong>\u3060\u3051\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30da\u30a2\u30c7\u30fc\u30bf\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u5185\u5bb9\u3068\u8457\u8005\u306f\u540c\u3058\u307e\u307e\u3001<strong>\u6587\u6cd5\u3001\u6d41\u66a2\u3055\u3001\u660e\u78ba\u3055\u3001\u5b66\u8853\u7684\u306a\u6587\u4f53\u306e\u5909\u5316\u304cAI\u691c\u51fa\u7d50\u679c\u306b\u5f71\u97ff\u3059\u308b\u304b<\/strong>\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001<strong>2018\u5e74\u304b\u30892025\u5e74\u307e\u3067<\/strong>\u306b\u6821\u6b63\u3092\u53d7\u3051\u4ed8\u3051\u305f\u539f\u7a3f\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u57fa\u672c\u3068\u306a\u308b\u8aa4\u691c\u77e5\u7387\u306e\u5206\u6790\u3067\u306f\u3001ChatGPT\u3084\u73fe\u5728\u306e\u751f\u6210AI\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u304c\u5e83\u304f\u666e\u53ca\u3059\u308b\u524d\u306e<strong>2018\uff5e2022\u5e74\u306e\u539f\u7a3f<\/strong>\u306b\u7d5e\u308a\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u3053\u306e\u671f\u9593\u306e\u6587\u66f8\u306f\u3001\u5206\u6790\u4e0a\u304a\u304a\u3080\u306d\u4eba\u9593\u304c\u66f8\u3044\u305f\u57fa\u6e96\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6271\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2>\u8ad6\u6587AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306e\u7cbe\u5ea6\u306f\u3069\u306e\u304f\u3089\u3044\uff1f<\/h2>\n\n\n\n<p>\u7814\u7a76\u3067\u306f\u3001\u4e3b\u306a3\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u8a72\u5f53\u3059\u308b<strong>\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b13\u306eAI\u30c6\u30ad\u30b9\u30c8\u30c1\u30a7\u30c3\u30ab\u30fc<\/strong>\u3092\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><th>\u691c\u51fa\u5668\u306e\u7a2e\u985e<\/th><th>\u4f8b<\/th><\/tr><tr><td>\u30c8\u30fc\u30af\u30f3\u7d71\u8a08\u30d9\u30fc\u30b9<\/td><td>Log-rank, Log-likelihood, Entropy, GLTR<\/td><\/tr><tr><td>\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8<\/td><td>Fast-DetectGPT, LastDE+, DetectLLM-LRR, DiVeye, BiScope, Binoculars<\/td><\/tr><tr><td>\u5206\u985e\u5668\u30d9\u30fc\u30b9<\/td><td>RoBERTa, MAGE, RADAR<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001\u691c\u51fa\u5668\u306b\u3088\u3063\u3066\u5224\u5b9a\u304c\u5927\u304d\u304f\u98df\u3044\u9055\u3046\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3>\u7d50\u679c\uff11\uff1a\u8aa4\u691c\u77e5\u7387\u306f\u691c\u51fa\u65b9\u5f0f\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b<\/h3>\n\n\n\n<p>\u540c\u3058\u4eba\u9593\u304c\u66f8\u3044\u305f\u5b66\u8853\u539f\u7a3f\u3092\u8a55\u4fa1\u3057\u305f\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u8aa4\u691c\u77e5\u7387\u306f\u691c\u51fa\u5668\u306b\u3088\u3063\u3066\u7d04<strong>0.0%\u304b\u3089100%\u307e\u3067<\/strong>\u3068\u3001\u5927\u304d\u306a\u5e45\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30c8\u30fc\u30af\u30f3\u7d71\u8a08\u306b\u57fa\u3065\u304f\u4e00\u90e8\u306e\u691c\u51fa\u5668\u306f\u3001\u4eba\u9593\u304c\u66f8\u3044\u305f\u539f\u7a3f\u306e\u307b\u307c\u3059\u3079\u3066\u3092AI\u751f\u6210\u6587\u3068\u5224\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u8aa4\u691c\u77e5\u7387\u304c\u307b\u307c\uff10%\u3060\u3063\u305f\u691c\u51fa\u5668\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5206\u985e\u5668\u30d9\u30fc\u30b9\u306e\u691c\u51fa\u5668\u3067\u3082\u5dee\u306f\u5927\u304d\u304f\u3001\u8aa4\u691c\u77e5\u7387\u304c\u6bd4\u8f03\u7684\u4f4e\u3044\u3082\u306e\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u4eba\u9593\u304c\u66f8\u3044\u305f\u539f\u7a3f\u306e\u5927\u534a\u3092AI\u751f\u6210\u6587\u3068\u5224\u5b9a\u3059\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a<strong>\u30012\u3064\u306eAI\u30c1\u30a7\u30c3\u30ab\u30fc\u304c\u540c\u3058\u7814\u7a76\u8ad6\u6587\u3092\u8a55\u4fa1\u3057\u3066\u3082\u3001\u307e\u3063\u305f\u304f\u7570\u306a\u308b\u7d50\u8ad6\u306b\u81f3\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059<\/strong>\u3002<\/p>\n\n\n\n<p>AI\u691c\u51fa\u30b9\u30b3\u30a2\u3060\u3051\u3092\u3001<strong>\u8ab0\u304c\u66f8\u3044\u305f\u304b\u3092\u5224\u65ad\u3059\u308b\u6c7a\u5b9a\u7684\u306a\u8a3c\u62e0\u3068\u3057\u3066\u6271\u3046\u3079\u304d\u3067\u306f\u306a\u3044<\/strong>\u7406\u7531\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<h2>\u5c02\u9580\u6821\u6b63\u306b\u3088\u3063\u3066AI\u691c\u51fa\u30b9\u30b3\u30a2\u306f\u5909\u308f\u308b<\/h2>\n\n\n\n<p>\u6700\u3082\u8208\u5473\u6df1\u3044\u7d50\u679c\u306f\u3001\u5404\u539f\u7a3f\u306e\u6821\u6b63\u524d\u3068\u6821\u6b63\u5f8c\u3092\u6bd4\u8f03\u3057\u305f\u3068\u304d\u306b\u8868\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u6821\u6b63\u3092\u7d4c\u305f\u3060\u3051\u306e\u540c\u4e00\u306e\u6587\u66f8\u306a\u306e\u3067\u3001\u7d50\u679c\u306e\u9055\u3044\u3092\u8457\u8005\u3084\u7814\u7a76\u30c6\u30fc\u30de\u306e\u9055\u3044\u3060\u3051\u3067\u8aac\u660e\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u3082\u3001\u5c02\u9580\u6821\u6b63\u306e\u5f8c\u306b\u306fAI\u30c1\u30a7\u30c3\u30ab\u30fc\u306e\u5224\u5b9a\u304c\u5909\u5316\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3>\u7d50\u679c\uff12\uff1a\u540c\u3058\u6821\u6b63\u306b\u5bfe\u3057\u3066\u6b63\u53cd\u5bfe\u306e\u53cd\u5fdc\u304c\u898b\u3089\u308c\u305f<\/h3>\n\n\n\n<p>\u3044\u304f\u3064\u304b\u306e\u691c\u51fa\u5668\u3067\u306f\u3001\u5c02\u9580\u6821\u6b63\u5f8c\u306e\u8ad6\u6587\u304c<strong>\u4eba\u9593\u3089\u3057\u3044\u6587\u7ae0\u3068\u3057\u3066\u8a55\u4fa1\u3055\u308c\u308b<\/strong>\u3088\u3046\u306b\u306a\u308a\u3001AI\u751f\u6210\u6587\u3068\u8aa4\u5224\u5b9a\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u7d50\u679c\u3067\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>MAGE\uff1a\u8aa4\u691c\u77e5\u7387\u304c\u7d04<strong>10.7\u30dd\u30a4\u30f3\u30c8\u4f4e\u4e0b<\/strong><\/li>\n\n\n\n<li>RADAR\uff1a\u8aa4\u691c\u77e5\u7387\u304c\u7d04<strong>4.7\u30dd\u30a4\u30f3\u30c8\u4f4e\u4e0b<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u53cd\u5bfe\u306e\u65b9\u5411\u3078\u5909\u5316\u3057\u305f\u691c\u51fa\u5668\u3082\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul>\n<li>LastDE+\uff1a\u8aa4\u691c\u77e5\u7387\u304c\u7d04<strong>5.8\u30dd\u30a4\u30f3\u30c8\u4e0a\u6607<\/strong><\/li>\n\n\n\n<li>Fast-DetectGPT\uff1a\u8aa4\u691c\u77e5\u7387\u304c\u7d04<strong>4.6\u30dd\u30a4\u30f3\u30c8\u4e0a\u6607<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001\u6821\u6b63\u306b\u3088\u3063\u3066AI\u30b9\u30b3\u30a2\u304c\u4e0a\u304c\u3063\u305f\u304b\u4e0b\u304c\u3063\u305f\u304b\u3067\u306f\u3042\u308a\u307e\u305b\u3093<strong>\u3002\u4eba\u9593\u306b\u3088\u308b\u9069\u5207\u306a\u6821\u6b63\u306b\u5bfe\u3057\u3066\u3001AI\u30c1\u30a7\u30c3\u30ab\u30fc\u3054\u3068\u306b\u7570\u306a\u308b\u65b9\u5411\u3078\u53cd\u5fdc\u3057\u305f<\/strong>\u3068\u3044\u3046\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u7d50\u679c\u306f\u3001\u73fe\u5728\u306eAI\u691c\u51f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Style as a Confound: False Positives in AI Detection of Non-Native Academic Writing<\/li>\n\n\n\n<li><strong>\u30d7\u30ec\u30d7\u30ea\u30f3\u30c8<\/strong>\uff1a https:\/\/arxiv.org\/abs\/2608.26710<\/li>\n\n\n\n<li><strong>\u63b2\u8f09\u5148<\/strong>\uff1a EMNLP 2026 Industry Track<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/strong>\uff1a <strong>135,389\u7d44<\/strong>\u306e\u6821\u6b63\u524d\u5f8c\u306e\u5b66\u8853\u539f\u7a3f\uff082018\uff5e2025\u5e74\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u672c\u7814\u7a76\u3067\u306f\u3001\u4eba\u70ba\u7684\u306b\u4f5c\u3089\u308c\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306e\u5b66\u8853\u539f\u7a3f\u3092\u5bfe\u8c61\u306b\u3001\u4eba\u306e\u624b\u306b\u3088\u308b\u5c02\u9580\u6821\u6b63\u306e\u524d\u5f8c\u3067AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306e\u5224\u5b9a\u304c\u3069\u3046\u5909\u308f\u308b\u304b\u3092\u5206\u6790\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7279\u306bMAGE\u3084RADAR\u306a\u3069\u3001\u8907\u6570\u306e\u4e3b\u8981\u306a\u5206\u985e\u5668\u30d9\u30fc\u30b9\u306eAI\u30c1\u30a7\u30c3\u30ab\u30fc\u3067\u306f\u3001\u5c02\u9580\u6821\u6b63\u5f8c\u306b\u8aa4\u691c\u77e5\u7387\u304c\u4f4e\u4e0b\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u4eba\u306e\u624b\u306b\u3088\u308b\u5c02\u9580\u6821\u6b63\u306b\u3088\u3063\u3066\u3001\u4e00\u90e8\u306e\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u304c\u4eba\u9593\u306e\u6587\u7ae0\u3092\u3088\u308a\u6b63\u78ba\u306b\u8a8d\u8b58\u3059\u308b\u65b9\u5411\u3078\u5909\u5316\u3059\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u5225\u306e\u65b9\u5f0f\u306e\u691c\u51fa\u5668\u3067\u306f\u7570\u306a\u308b\u53cd\u5fdc\u3082\u898b\u3089\u308c\u307e\u3057\u305f\u3002\u4eba\u306b\u3088\u308b\u9069\u5207\u306a\u6821\u6b63\u306b\u5bfe\u3057\u3066\u3082\u3001\u691c\u51fa\u65b9\u5f0f\u306b\u3088\u3063\u3066\u5224\u5b9a\u304c\u5909\u308f\u308a\u5f97\u308b\u3068\u3044\u3046\u70b9\u306f\u3001\u4eca\u5f8c\u3055\u3089\u306b\u691c\u8a3c\u3059\u3079\u304d\u30c6\u30fc\u30de\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306e\u30c7\u30fc\u30bf\u304b\u3089\u660e\u3089\u304b\u306a\u306e\u306f\u3001\u8457\u8005\u3068\u5185\u5bb9\u304c\u540c\u3058\u3067\u3082\u3001\u5c02\u9580\u6821\u6b63\u306b\u3088\u3063\u3066AI\u30c1\u30a7\u30c3\u30ab\u30fc\u306e\u539f\u7a3f\u8a55\u4fa1\u304c\u4f53\u7cfb\u7684\u306b\u5909\u5316\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8ad6\u6587\u6295\u7a3f\u3092\u6e96\u5099\u3059\u308b\u7814\u7a76\u8005\u306f\u3001\u81ea\u5206\u306e\u7814\u7a76\u5206\u91ce\u306b\u7cbe\u901a\u3057\u305f\u30a8\u30c7\u30a3\u30bf\u30fc\u306e\u6821\u6b63\u3092\u53d7\u3051\u308b\u3053\u3068\u3067\u3001\u539f\u7a3f\u306e\u660e\u78ba\u3055\u3001\u6b63\u78ba\u3055\u3001\u6295\u7a3f\u524d\u306e\u5b8c\u6210\u5ea6\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>Wordvice\u306f\u7814\u7a76\u8005\u5411\u3051\u306e\u30c4\u30fc\u30eb\u3092\u958b\u767a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306e\u516c\u5e73\u6027\u3068\u4fe1\u983c\u6027\u306b\u3064\u3044\u3066\u3082\u7814\u7a76\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u7814\u7a76\u304c\u793a\u3059\u539f\u5247\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u30c1\u30a7\u30c3\u30ab\u30fc\u304b\u3089\u5206\u304b\u308b\u306e\u306f\u3001\u305d\u306e\u30e2\u30c7\u30eb\u306b\u6587\u7ae0\u304c\u3069\u3046\u898b\u3048\u308b\u304b\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u6587\u7ae0\u304c\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u305f\u306e\u304b\u3001\u305d\u306e\u5168\u904e\u7a0b\u3092\u4e00\u3064\u306eAI\u30c1\u30a7\u30c3\u30ab\u30fc\u3060\u3051\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002 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