{"id":45376,"date":"2023-09-25T16:43:32","date_gmt":"2023-09-25T08:43:32","guid":{"rendered":"https:\/\/swarma.org\/?p=45376"},"modified":"2023-09-25T16:43:32","modified_gmt":"2023-09-25T08:43:32","slug":"nat-mach-intell-%e9%80%9f%e9%80%92%ef%bc%9a%e6%b5%8b%e8%af%95%e7%94%a8%e4%ba%8e%e9%a2%84%e6%b5%8b%e4%ba%ba%e7%b1%bb%e8%af%ad%e8%a8%80%e5%88%a4%e6%96%ad%e7%9a%84%e8%87%aa%e7%84%b6%e8%af%ad%e8%a8%80","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=45376","title":{"rendered":"Nat. Mach. Intell. \u901f\u9012\uff1a\u6d4b\u8bd5\u7528\u4e8e\u9884\u6d4b\u4eba\u7c7b\u8bed\u8a00\u5224\u65ad\u7684\u81ea\u7136\u8bed\u8a00\u6a21\u578b\u7684\u6781\u9650"},"content":{"rendered":"
\n
\n
\n
\n

<\/p>\n


<\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n

\u5173\u952e\u8bcd\uff1a\u795e\u7ecf\u7f51\u7edc\uff0c\u81ea\u7136\u8bed\u8a00\u6a21\u578b\uff0c\u751f\u6210\u6a21\u578b\uff0c\u8bed\u8a00\u611f\u77e5<\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/p>\n


<\/p>\n<\/section>\n

\n
\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
<\/section>\n<\/section>\n
\n


<\/p>\n

<\/p>\n<\/section>\n

\n
\n
\n
\n
\u8bba\u6587\u6807\u9898\uff1a<\/span>Testing the limits of natural language models for predicting hu<\/span>man language judgements<\/span><\/section>\n
\u8bba\u6587\u6765\u6e90\uff1aNature Machine Intelligence<\/em><\/span><\/section>\n
\u6591\u56fe\u94fe\u63a5\uff1ahttps:\/\/pattern.swarma.org\/paper\/75e60c8e-5352-11ee-933f-0242ac17000d<\/span><\/section>\n
\u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s42256-023-00718-1<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

<\/section>\n
\u795e\u7ecf\u7f51\u7edc\u8bed\u8a00\u6a21\u578b\u4f3c\u4e4e\u8d8a\u6765\u8d8a\u7b26\u5408\u4eba\u7c7b\u5904\u7406\u548c\u751f\u6210\u8bed\u8a00\u7684\u65b9\u5f0f\uff0c\u4f46\u56e0\u4e3a\u8bed\u8a00\u662f\u79bb\u6563\u7684\u4e14\u4eba\u7c7b\u8bed\u8a00\u611f\u77e5\u7684\u590d\u6742\u6027\uff0c\u56e0\u6b64\u901a\u8fc7\u5bf9\u6297\u6027\u793a\u4f8b\u6765\u8bc6\u522b\u5b83\u4eec\u7684\u5f31\u70b9\u5177\u6709\u6311\u6218\u6027\u3002<\/span><\/section>\n
\u6587\u7ae0\u901a\u8fc7\u5c06\u8fd9\u4e9b\u8bed\u8a00\u6a21\u578b\u4e92\u76f8\u5bf9\u6297\u6765\u7ed5\u8fc7\u8fd9\u4e9b\u9650\u5236\u3002\u4f5c\u8005\u751f\u6210\u6709\u4e89\u8bae\u7684\u53e5\u5b50\u5bf9\uff0c\u5176\u4e2d\u4e24\u4e2a\u8bed\u8a00\u6a21\u578b\u5bf9\u4e8e\u54ea\u4e2a\u53e5\u5b50\u66f4\u6709\u53ef\u80fd\u51fa\u73b0\u5b58\u5728\u4e0d\u540c\u610f\u89c1\u3002\u8003\u8651\u5230\u4e5d\u79cd\u8bed\u8a00\u6a21\u578b<\/span>\uff08\u5305\u62ec n-gram\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c transformer\uff09<\/span>\uff0c\u4f5c\u8005\u901a\u8fc7\u5408\u6210\u4f18\u5316\u6216\u4ece\u8bed\u6599\u5e93\u4e2d\u9009\u62e9\u53e5\u5b50\u6765\u521b\u5efa\u4e86\u6570\u767e\u4e2a\u6709\u4e89\u8bae\u7684\u53e5\u5b50\u5bf9\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6709\u4e89\u8bae\u7684\u53e5\u5b50\u5bf9\u5728\u63ed\u793a\u6a21\u578b\u5931\u6548\u548c\u786e\u5b9a\u4e0e\u4eba\u7c7b\u5224\u65ad\u54ea\u4e2a\u53e5\u5b50\u66f4\u6709\u53ef\u80fd\u51fa\u73b0\u6700\u543b\u5408\u7684\u6a21\u578b\u65b9\u9762\u975e\u5e38\u6709\u6548\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n
\u56fe1 \u4f7f\u7528\u5408\u6210\u53e5\u5b50\u8fdb\u884c\u6a21\u578b\u6bd4\u8f83<\/span><\/section>\n

<\/section>\n
\u5728\u6d4b\u8bd5\u4e2d\uff0c\u4e0e\u4eba\u7c7b\u4e00\u81f4\u6027\u6700\u9ad8\u7684\u6a21\u578b\u662fGPT-2\uff0c\u5c3d\u7ba1\u5b9e\u9a8c\u63ed\u793a\u4e86\u5b83\u5728\u4e0e\u4eba\u7c7b\u611f\u77e5\u7684\u4e00\u81f4\u6027\u65b9\u9762\u5b58\u5728\u76f8\u5f53\u5927\u7684\u4e0d\u8db3\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n
\u56fe2 \u6a21\u578b\u7684\u53e5\u5b50\u6982\u7387\u5bf9\u6570\u6bd4\u548c\u4eba\u7c7bLikert\u8bc4\u5206\u7684\u5e8f\u6570\u76f8\u5173\u6027\u3002<\/span><\/section>\n

<\/section>\n
\u8db3\u591f\u5f3a\u5927\u7684\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u5c06\u5b9e\u9a8c\u8bbe\u8ba1\u641c\u7d22\u7a7a\u95f4\u9650\u5236\u4e3a\u7279\u5b9a\u7684\u53e5\u5b50\u5206\u5e03<\/span>\uff08\u4f8b\u5982\uff0c\u7535\u5f71\u8bc4\u8bba\u6216\u533b\u7597\u95ee\u9898\uff09<\/span>\u3002\u5728\u8fd9\u79cd\u53d7\u9650\u7684\u7a7a\u95f4\u5185\u53ef\u4ee5\u5bfb\u627e\u80fd\u591f\u5f15\u53d1\u66ff\u4ee3\u9886\u57df\u7279\u5b9a\u6a21\u578b\u76f8\u4e92\u77db\u76fe\u9884\u6d4b\u7684\u826f\u597d\u6784\u9020\u53e5\u5b50\u3002\u7136\u800c\uff0c\u6b63\u5982\u7ed3\u679c\u6240\u793a\uff0c\u6355\u83b7\u826f\u597d\u6784\u9020\u53e5\u5b50\u7684\u5206\u5e03\u5e76\u4e0d\u50cf\u770b\u8d77\u6765\u90a3\u4e48\u7b80\u5355\u3002<\/span><\/section>\n

<\/section>\n
\n

<\/span><\/section>\n
\u7f16\u8bd1\uff5c\u8463\u4f73\u6b23<\/span><\/section>\n

<\/section>\n
\n
\n
\n
\n

\u201c\u540eChatGPT\u201d\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

\n

<\/section>\n<\/section>\n

<\/span><\/a>
<\/p>\n

\u8be6\u60c5\u8bf7\u89c1\uff1a
<\/span><\/section>\n
\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u4ece\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5230\u610f\u8bc6\u673a\u5668<\/a>
<\/section>\n

<\/section>\n

<\/section>\n

\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n

\u200d<\/span>1. <\/strong>\u8bba\u6587\u6e05\u5355\uff1a\u4e00\u6587\u68b3\u7406\u56e0\u679c\u63a8\u7406\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e2d\u7684\u5e94\u7528<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2.<\/strong> \u5982\u4f55\u91cf\u5316\u8bed\u8a00\u4eb2\u5bc6\u5ea6\uff1f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5728\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4e2d\u7684\u5e94\u7528<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong><\/strong>Nat. Commun. \u901f\u9012\uff1a\u62bd\u8c61\u8868\u5f81\u4ece\u8bad\u7ec3\u6267\u884c\u591a\u4efb\u52a1\u7684\u795e\u7ecf\u7f51\u7edc\u4e2d\u81ea\u7136\u6d8c\u73b0<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n
<\/strong><\/strong><\/strong><\/section>\n
4. <\/strong><\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
5. <\/strong><\/strong>\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/a><\/span><\/strong><\/strong><\/strong><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n

<\/section>\n

<\/section>\n
\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/strong><\/strong><\/span><\/strong><\/section>\n

<\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u5173\u952e\u8bcd\uff1a\u795e\u7ecf\u7f51\u7edc\uff0c\u81ea\u7136\u8bed\u8a00\u6a21\u578b\uff0c\u751f\u6210\u6a21\u578b\uff0c\u8bed\u8a00\u611f\u77e5 \u8bba\u6587\u6807\u9898\uff1aTesting the limits of natural language models for predicting human language judgements \u8bba\u6587\u6765\u6e90\uff1aNature Machine Intelligence…<\/p>\n","protected":false},"author":0,"featured_media":45370,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/45376"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=45376"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/45376\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/45370"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45376"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45376"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45376"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=45376"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}