{"id":99300,"date":"2026-09-02T12:16:47","date_gmt":"2026-09-02T04:16:47","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/99300.html"},"modified":"2026-09-02T12:16:47","modified_gmt":"2026-09-02T04:16:47","slug":"sociobench-modeling-human-behavior-in-sociological-surveys-with-large-language-models","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/99300.html","title":{"rendered":"SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models"},"content":{"rendered":"<p>\u4f60\u5bf9\u8fd9\u7bc7\u5173\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u793e\u4f1a\u884c\u4e3a\u6a21\u62df\u7684\u8bba\u6587\u5173\u6ce8\u5ea6\u5f88\u6709\u4ef7\u503c\uff0c\u5b83\u7cbe\u51c6\u5207\u5165\u4e86\u5f53\u524dLLM\u5728\u793e\u4f1a\u79d1\u5b66\u5e94\u7528\u4e2d\u7684\u5173\u952e\u75db\u70b9\u3002\u6587\u7ae0\u6838\u5fc3\u662f\u6784\u5efa\u4e86SocioBench\u57fa\u51c6\uff0c\u63ed\u793a\u4e86\u73b0\u6709LLM\u5728\u6a21\u62df\u4eba\u7c7b\u793e\u4f1a\u6001\u5ea6\u4e0a\u7684\u5c40\u9650\u6027\uff0c\u5e76\u63d0\u51fa\u4e86\u6539\u8fdb\u65b9\u5411\u3002<\/p>\n<h4>\u4e00\u3001\u6587\u7ae0\u4e3b\u8981\u5185\u5bb9\u603b\u7ed3<\/h4>\n<h5>1. \u7814\u7a76\u80cc\u666f\u4e0e\u95ee\u9898<\/h5>\n<p>\u73b0\u6709LLM\u867d\u5728\u81ea\u7136\u8bed\u8a00\u751f\u6210\u3001\u8ba4\u77e5\u6a21\u62df\u7b49\u9886\u57df\u8868\u73b0\u7a81\u51fa\uff0c\u4f46\u7f3a\u4e4f\u5927\u89c4\u6a21\u3001\u7cfb\u7edf\u6027\u7684\u57fa\u51c6\u6765\u8bc4\u4f30\u5176\u4e0e\u771f\u5b9e\u4eba\u7c7b\u793e\u4f1a\u6001\u5ea6\u7684\u4e00\u81f4\u6027\uff0c\u65e0\u6cd5\u6ee1\u8db3\u793e\u4f1a\u79d1\u5b66\u5b9e\u9a8c\u4e2d\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\u7684\u9700\u6c42\u3002<\/p>\n<h5>2. 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