{"id":3150,"date":"2023-04-11T05:25:00","date_gmt":"2023-04-10T20:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3150"},"modified":"2023-04-11T05:25:00","modified_gmt":"2023-04-10T20:25:00","slug":"mgtbench-machine-generated-text%e3%81%ae%e6%a4%9c%e5%87%ba%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3150","title":{"rendered":"MGTBench: Machine-Generated Text\u306e\u691c\u51fa\u30d9\u30f3\u30c1\u30de\u30fc\u30af"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MGTBench: Benchmarking Machine-Generated Text Detection\u00a0<\/strong>[27.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u4eba\u9593\u306b\u3088\u3063\u3066\u66f8\u304b\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3068\u533a\u5225\u304c\u96e3\u3057\u3044\u3088\u3046\u306a\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u8a00\u8a9e\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 MGT\u306b\u5bfe\u3059\u308b\u65e2\u5b58\u306e\u691c\u51fa\u65b9\u6cd5\u306f\u3001\u7570\u306a\u308b\u30e2\u30c7\u30eb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u5b9f\u9a13\u7684\u306a\u8a2d\u5b9a\u3067\u8a55\u4fa1\u3055\u308c\u308b\u3002 \u6211\u3005\u306fMGTBench\u3068\u3044\u3046MGT\u691c\u51fa\u306e\u305f\u3081\u306e\u6700\u521d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2303.14822v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2303.14822v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 26 Mar 2023 21:12:36 GMT)<\/li>\n\n\n\n<li>\u6a5f\u68b0\u3067\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u691c\u51fa\u53ef\u80fd\u304b\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002<a href=\"https:\/\/github.com\/Hello-SimpleAI\/chatgpt-comparison-detection\">GitHub &#8211; Hello-SimpleAI\/chatgpt-comparison-detection: Human ChatGPT Comparison Corpus (HC3), Detectors, and more! \ud83d\udd25<\/a>\u304c\u597d\u6210\u7e3e\u3068\u306e\u3053\u3068\u3002\u4e00\u65b9\u3067\u300cWe \ufb01nd that, with only small perturbations on the MGTs, ChatGPT Detector can be easily bypassed\u300d\u3068\u3044\u3046\u8a18\u8f09\u306f\u6c17\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/xinleihe\/mgtbench\">GitHub &#8211; xinleihe\/MGTBench<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[491,499,517],"class_list":["post-3150","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-491","tag-499","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3150","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3150"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3150\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}