

{"id":38753,"date":"2019-06-13T00:00:51","date_gmt":"2019-06-12T16:00:51","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=38753"},"modified":"2022-01-04T02:18:48","modified_gmt":"2022-01-03T18:18:48","slug":"%e5%a6%82%e4%bd%95%e8%be%a8%e8%ad%98%e6%96%87%e7%ab%a0%e6%98%af%e7%94%b1%e6%a9%9f%e5%99%a8%e6%88%96%e4%ba%ba%e9%a1%9e%e6%89%80%e5%af%ab%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=38753","title":{"rendered":"\u5982\u4f55\u8fa8\u8b58\u6587\u7ae0\u662f\u7531\u6a5f\u5668\u6216\u4eba\u985e\u6240\u5beb\uff1f"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/truth-166853_1920.jpg\" alt=\"\u5982\u4f55\u8fa8\u8b58\u6587\u7ae0\u662f\u7531\u6a5f\u5668\u6216\u4eba\u985e\u6240\u5beb\uff1f\" width=\"500\" height=\"330\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u64b0\u6587\uff0f\u9673\u5101\u7ff0<\/strong><\/p>\n<p><strong>\u9078\u51fa\u4e0b\u4e00\u500b\u5b57<\/strong><\/p>\n<p>\u4ee5\u4e0b\u9762\u7684\u53e5\u5b50\u70ba\u4f8b\uff1a<\/p>\n<p>\u300c\u5bb6\u88e1\u7684\u83dc\u5feb\u5403\u5b8c\u4e86\uff0c\u9031\u672b\u6211\u5011\u4e00\u8d77\u53bb\u5e02\uff3f\u3002\u300d<\/p>\n<p>\u6587\u672c\u751f\u6210\u5668\u5982GPT-2\u5728\u586b\u88dc\u5e95\u7dda\u7a7a\u683c\u6642\uff0c\u6703\u4f9d\u64da\u4e0a\u6587\u5217\u51fa\u53ef\u80fd\u7684\u5b57\u8a5e\uff0c\u4e26\u6309\u6a5f\u7387\u6392\u5e8f\u5982\u4e0b\u8868\uff1a<\/p>\n<p>\u5834 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a061.24%<br \/>\n\u96c6 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a014.75%<br \/>\n\u5340 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a012.07%<br \/>\n\u2026\u2026<\/p>\n<p>\u63db\u53e5\u8a71\u8aaa\uff0c\u6a21\u578b\u8a8d\u70ba\u5728\u8a72\u53e5\u4e2d\uff0c\u300c\u5e02\u300d\u4e4b\u5f8c\u7684\u4e0b\u4e00\u500b\u5b57\u662f\u300c\u5834\u300d\u7684\u6a5f\u7387\u670961.24%\u3001\u300c\u96c6\u300d\u5247\u70ba14.75%\uff0c\u4f9d\u6b64\u985e\u63a8\u3002\u6a21\u578b\u50be\u5411\u9078\u53d6\u6392\u5e8f\u8f03\u524d\u7684\u5b57\u8a5e\uff0c\u4f46\u70ba\u907f\u514d\u56fa\u5b9a\u5f62\u5f0f\u800c\u986f\u5f97\u55ae\u8abf\uff0c\u5076\u723e\u4e5f\u6703\u523b\u610f\u9078\u53d6\u6a5f\u7387\u8f03\u4f4e\u7684\u5b57\u3002\u7136\u800c\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u4eba\u985e\u7684\u9063\u8a5e\u7528\u5b57\u5f80\u5f80\u6bd4\u6a5f\u5668\u81ea\u7531\u800c\u4e0d\u53d7\u62d8\u675f\uff0c\u96e3\u4ee5\u9810\u6e2c\u3002\u5169\u8005\u7684\u5340\u5225\uff0c\u6210\u70ba\u5340\u5206\u4eba\u985e\u8207\u6a5f\u5668\u6587\u672c\u7684\u95dc\u9375\u7279\u5fb5\u3002<\/p>\n<p><strong>\u4e0d\u78ba\u5b9a\u6027\u7684\u8996\u89ba\u5316<\/strong><\/p>\n<p>\u7814\u7a76\u5718\u968a\u4ee5\u4e0d\u540c\u7684\u984f\u8272\u4f86\u5340\u5206\u6bcf\u500b\u6587\u5b57\u5728\u6a21\u578b\u4e2d\u7684\u6392\u5e8f\uff1a\u7da0\u8272\u4ee3\u8868\u8a72\u5b57\u6392\u5e8f\u5728\u524d10\u540d\uff1b\u9ec3\u8272\u524d100\u540d\uff1b\u7d05\u8272\u524d1000\u540d\uff1b\u7d2b\u8272\u5247\u70ba1000\u540d\u4ee5\u5916\u7684\u5b57\u3002\u6ce8\u610f\uff1a\u540c\u6a23\u7684\u5b57\u5728\u4e0d\u540c\u4f4d\u7f6e\u6392\u540d\u4e5f\u53ef\u80fd\u4e0d\u540c\u3002\u4ee5\u4e0b\u63d0\u4f9b\u4e00\u4e9b\u7bc4\u4f8b\uff0c\u770b\u770b\u5404\u4f4d\u8b80\u8005\u662f\u5426\u4e5f\u80fd\u6ce8\u610f\u5230\u5176\u4e2d\u5dee\u5225\u3002<\/p>\n<p>\u9996\u5148\u662f\u4e00\u7bc7GPT-2\u6240\u7522\u751f\u7684\u5047\u65b0\u805e\uff0c\u5167\u5bb9\u6558\u8ff0\u79d1\u5b78\u5bb6\u5728\u9059\u9060\u4e14\u672a\u88ab\u63a2\u7d22\u904e\u7684\u5c71\u8c37\u767c\u73fe\u4e00\u7fa4\u7368\u89d2\u7378\u3002\u6211\u5011\u50c5\u9700\u6ce8\u610f\u984f\u8272\u7684\u5206\u4f48\u3002<\/p>\n<p><a href=\"http:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/GLTR-1.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter wp-image-82188 size-full\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/GLTR-1.png\" alt=\"\" width=\"833\" height=\"446\" \/><\/a><\/p>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u5927\u90e8\u4efd\u7684\u6587\u5b57\u90fd\u6a19\u793a\u7da0\u8272\u3002\u4e5f\u5c31\u662f\u8aaa\uff0c\u6a21\u578b\u9078\u64c7\u4e86\u6392\u5e8f\u4e2d\u8f03\u524d\u7684\u5b57\u8a5e\uff0c\u4f7f\u8a9e\u610f\u901a\u9806\u3002<\/p>\n<p>\u6211\u5011\u518d\u4f86\u770b\u770b\u5169\u7bc7\u7531\u4eba\u985e\u6240\u5beb\u7684\u6587\u7ae0\uff0c\u4e00\u7bc7\u662f\u5b78\u8853\u8ad6\u6587\u7684\u6458\u8981\uff0c\u53e6\u4e00\u7bc7\u5247\u662f\u300a\u7d10\u7d04\u6642\u5831\u300b\u7684\u6587\u7ae0\u6bb5\u843d\u3002\u540c\u6a23\u5730\uff0c\u8acb\u6ce8\u610f\u6587\u5b57\u7684\u984f\u8272\u6a19\u7c64\u3002<\/p>\n<p><a href=\"http:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/GLTR-2.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter wp-image-82189 size-full\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/GLTR-2.png\" alt=\"\" width=\"712\" height=\"233\" \/><\/a><\/p>\n<p><a href=\"http:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/GLTR-3.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-82190 size-full\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/GLTR-3.png\" alt=\"\" width=\"830\" height=\"365\" \/><\/a><\/p>\n<p>\u6211\u5011\u53ef\u4ee5\u6ce8\u610f\u5230\uff0c\u5728\u77ed\u77ed\u6578\u884c\u9593\uff0c\u7d05\u8272\u6a19\u7c64\u591a\u51fa\u8a31\u591a\uff0c\u9019\u544a\u8a34\u6211\u5011\uff1a\u5176\u5be6\u4eba\u985e\u5728\u5beb\u4f5c\u6642\uff0c\u6240\u4f7f\u7528\u6587\u5b57\u591a\u6a23\u3001\u4e0d\u78ba\u5b9a\u6027\u66f4\u9ad8\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-82191\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2019\/06\/GLTR-4.png\" alt=\"\" width=\"665\" height=\"182\" \/><\/p>\n<p>\u501f\u52a9\u53e6\u4e00\u7a2e\u8cc7\u6599\u8996\u89ba\u5316\u5716\u8868\uff0c\u6211\u5011\u53ef\u4ee5\u66f4\u6e05\u695a\u5730\u770b\u51fa\u5176\u4e2d\u5dee\u7570\u3002\u4ee5\u4eba\u985e\u6240\u64b0\u5beb\u7684\u5b78\u8853\u6458\u8981\u70ba\u4f8b\uff0c\u5de6\u5716\u7d71\u8a08\u8a72\u6587\u672c\u4e2d\u6bcf\u500b\u984f\u8272\u6a19\u7c64\u7684\u6578\u91cf\uff1b\u4e2d\u9593\u5247\u662f\u6240\u9078\u6587\u5b57\u7684\u6392\u5e8f\u5148\u5f8c\uff0c\u8d8a\u9760\u8fd1\u6a6b\u8ef8\u5de6\u5074\uff0c\u983b\u7387\u8d8a\u4f4e\u3002\u6b64\u8655\u53ef\u770b\u51fa\u6587\u7ae0\u5275\u4f5c\u8005\uff08\u4eba\u985e\uff09\u504f\u5411\u9078\u53d6\u90a3\u4e9b\u6a5f\u7387\u8f03\u4f4e\u7684\u6587\u5b57\uff1b\u53f3\u5716\u4ee3\u8868\u6240\u9078\u6587\u5b57\u7684\u591a\u6a23\u6027\uff0c\u6a6b\u8ef8\u6578\u5b57\u8d8a\u5927\u4e14\u5448\u8ca0\u504f\u614b\u6216\u5de6\u504f\u614b\uff0c\u4ee3\u8868\u591a\u6a23\u6027\u8f03\u9ad8\u3002<\/p>\n<p>\u4e0d\u904e\uff0cGLTR\u4e3b\u8981\u91dd\u5c0d\u73fe\u4eca\u6587\u672c\u751f\u6210\u5668\u7684\u5f31\u9ede\uff0c\u96e3\u4fdd\u672a\u4f86\u96a8\u8457\u76f8\u95dc\u6280\u8853\u7684\u767c\u5c55\uff0c\u5728\u9019\u5834\u9053\u9ad8\u4e00\u5c3a\uff0c\u9b54\u9ad8\u4e00\u4e08\u7684\u8ecd\u5099\u7af6\u8cfd\u4e2d\uff0c\u4e0d\u6703\u6557\u4e0b\u9663\u4f86\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ol>\n<li>H. Strobelt and S. Gehrmann, \u201c<a href=\"http:\/\/gltr.io\/\">Catching Unicorns with GLTR<\/a>,\u201d<em>\u00a0Gltr.io<\/em>, 2019.<\/li>\n<li>A. Radford, J. Wu, R. Child, D. Luan, D. Amodei and I. Sutskever, \u201c<a href=\"https:\/\/d4mucfpksywv.cloudfront.net\/better-language-models\/language_models_are_unsupervised_multitask_learners.pdf\">Language Models are Unsupervised Multitask Learners<\/a>,\u201d\u00a0<em>D4mucfpksywv.cloudfront.net<\/em>, 2019.<\/li>\n<\/ol>\n<p>(\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\u300cAI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u57f7\u884c\u5718\u968a\u7de8\u8b6f)<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>2019\u5e742\u6708\uff0cOpenAI\u958b\u767c\u51fa\u5e7e\u53ef\u4e82\u771f\u7684\u6587\u672c\u751f\u6210\u5668GPT-2\uff0c\u56e0\u64d4\u5fc3\u6709\u5fc3\u4eba\u58eb\u6feb\u7528\uff0c\u5ef6\u5f8c\u516c\u5e03\u5b8c\u6574\u539f\u59cb\u78bc\uff1b\u7136\u800c\u89e3\u9234\u9084\u9700\u7e6b\u9234\u4eba\uff0c MIT-IBM Watson\u4eba\u5de5\u667a\u6167\u5be6\u9a57\u5ba4\u8207\u54c8\u4f5b\u81ea\u7136\u8a9e\u8a00\u5be6\u9a57\u5ba4\uff08Harvard NLP\uff09\u5408\u4f5c\u958b\u767c\u51fa\u4e00\u5957\u5de5\u5177GLTR\uff08Giant Language model Test Room\uff09\uff0c\u80fd\u6e96\u78ba\u5206\u6790\u6587\u7ae0\u662f\u5426\u7531\u6a5f\u5668\u751f\u6210\u6216\u7531\u4eba\u985e\u6240\u64b0\u5beb\u3002\u4ee5\u4e0b\u7c21\u55ae\u4ecb\u7d39GLTR\u7684\u5206\u6790\u65b9\u6cd5\u8207\u904b\u4f5c\u3002<\/p>\n","protected":false},"author":21,"featured_media":38754,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[5950,5597,4161,5951],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/truth-166853_1920.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38753"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=38753"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38753\/revisions"}],"predecessor-version":[{"id":38755,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/38753\/revisions\/38755"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/38754"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=38753"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=38753"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=38753"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}