{"id":2853,"date":"2023-01-31T05:05:00","date_gmt":"2023-01-30T20:05:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2853"},"modified":"2023-01-31T05:05:00","modified_gmt":"2023-01-30T20:05:00","slug":"detectgpt","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2853","title":{"rendered":"DetectGPT"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature\u00a0<\/strong>[143.5]<br>\u5b66\u751f\u306f\u3001\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3092\u4f7f\u7528\u3057\u3066\u3001\u66f8\u9762\u306e\u8ab2\u984c\u3092\u5b8c\u6210\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u306f\u751f\u5f92\u306e\u5b66\u7fd2\u3092\u6b63\u78ba\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3002 \u307e\u305a\u3001LLM\u304b\u3089\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u304c\u30e2\u30c7\u30eb\u306e\u30ed\u30b0\u78ba\u7387\u95a2\u6570\u306e\u8ca0\u306e\u66f2\u7387\u9818\u57df\u3092\u5360\u3081\u308b\u50be\u5411\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u6b21\u306b\u3001\u4e0e\u3048\u3089\u308c\u305fLLM\u304b\u3089\u901a\u8def\u304c\u751f\u6210\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u66f2\u7387\u30d9\u30fc\u30b9\u306e\u57fa\u6e96\u3092\u5b9a\u7fa9\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2301.11305v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2301.11305v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 26 Jan 2023 18:44:06 GMT)<\/li>\n\n\n\n<li>\u6a5f\u68b0\u304c\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u691c\u51fa\u3059\u308b\u624b\u6cd5\u306e\u63d0\u6848<\/li>\n\n\n\n<li>\u300cminor rewrites of model-generated text tend to have lower log probability under the model than the original sample, while minor rewrites of human-written text may have higher or lower log probability than the original sample.\u300d\u3068\u3044\u3046\u30b7\u30f3\u30d7\u30eb\u306a\u4eee\u5b9a\u3067\u5f37\u529b\u306a\u6027\u80fd\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/ericmitchell.ai\/detectgpt\/\">DetectGPT (ericmitchell.ai)<\/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":[173],"class_list":["post-2853","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gpt"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2853","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=2853"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2853\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2853"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2853"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2853"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}