{"id":88246,"date":"2024-08-13T12:10:44","date_gmt":"2024-08-13T04:10:44","guid":{"rendered":"http:\/\/cips-cl.org\/?p=88246"},"modified":"2024-08-13T12:10:46","modified_gmt":"2024-08-13T04:10:46","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%90%8e%e8%ae%ad%e7%bb%83%e5%89%8d%e6%b2%bf%e6%8a%80%e6%9c%af%e6%8a%a5%e5%91%8a-%e2%91%a0-%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e7%9a%84rlhf%e7%ae%97%e6%b3%95","status":"publish","type":"post","link":"http:\/\/cips-cl.org\/?p=88246","title":{"rendered":"\u5927\u6a21\u578b\u540e\u8bad\u7ec3\u524d\u6cbf\u6280\u672f\u62a5\u544a \u2460 | \u5927\u8bed\u8a00\u6a21\u578b\u7684RLHF\u7b97\u6cd5\u539f\u7406\u4e0e\u5b9e\u8df5"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p 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class=\"wp-block-heading\"><strong>\u7279\u9080\u8bb2\u8005<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u90d1\u9510\uff0c\u5b57\u8282\u8df3\u52a8\u5927\u6a21\u578b\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff0c\u590d\u65e6\u5927\u5b66\u8ba1\u7b97\u673a\u535a\u58eb\uff0c\u535a\u58eb\u5bfc\u5e08\u4e3a\u5f20\u5947\u6559\u6388\u3002\u7814\u7a76\u5174\u8da3\u5305\u62ec\u5927\u6a21\u578b\u5bf9\u9f50\u3001\u590d\u6742\u573a\u666f\u5e94\u7528\u7b49\u3002MOSS-RLHF\u5f00\u6e90\u9879\u76ee\u8d1f\u8d23\u4eba\uff0c\u6587\u672c\u9c81\u68d2\u6027\u8bc4\u6d4b\u5de5\u5177TextFlint\u6838\u5fc3\u8d21\u732e\u8005\uff0c\u5728ICLR\u3001ACL\u3001EMNLP\u3001COLING\u7b49\u4f1a\u8bae\u4e0a\u53d1\u8868\u5b66\u672f\u8bba\u6587\u5341\u4f59\u7bc7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u76f4\u64ad\u6458\u8981<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6b21\u62a5\u544a\u5c06\u9996\u5148\u4ecb\u7ecd\u5927\u6a21\u578b\u5bf9\u9f50\u6280\u672f\u4e2d\u7684\u5f3a\u5316\u5b66\u4e60\u4eba\u7c7b\u53cd\u9988\uff08RLHF\uff09\u7684\u539f\u7406\uff0c\u5e76\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u4ece\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\uff08PPO\uff09\u548c\u5956\u52b1\u6a21\u578b\u8bad\u7ec3\u4e24\u4e2a\u89d2\u5ea6\u63d0\u5347RLHF\u7684\u7a33\u5b9a\u6027\u548c\u8d28\u91cf\u3002\u968f\u540e\uff0c\u6211\u4eec\u5c06\u57fa\u4e8eOpenAI\u7684\u7ecf\u5178\u65b9\u6cd5\u2014\u2014\u9006\u8bfe\u7a0b\u5f3a\u5316\u5b66\u4e60\uff08Reverse Curriculum Reinforcement Learning\uff09\u63a2\u8ba8\u5728\u6709\u9650\u8d44\u6e90\uff0c\u5373\u4ec5\u4f9d\u8d56\u793a\u8303\uff08demonstration\uff09\u548c\u7ed3\u679c\u76d1\u7763\uff08outcome supervision\uff09\u7684\u60c5\u51b5\u4e0b\uff0c\u5982\u4f55\u8fd1\u4f3c\u8fc7\u7a0b\u76d1\u7763\u3002\u901a\u8fc7\u4e24\u4e2a\u5de5\u4f5cTraining Large Language Models for Reasoning through Reverse 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