品玩7月27日讯，据 Arxiv 页面显示，来自上海交通大学、卡内基梅隆大学、香港城市大学、Meta 等机构的学者近日提出一款名为FacTool的通用框架，可用于检测大语言模型生成内容中的错误。
论文显示，生成式大模型的容量限制导致自动生成的内容可能存在准确性和失真等问题，影响工作完成的效果。而 FacTool 就是为了解决这些问题而研发的。它可以在不同的领域和任务中进行事实检测。
该研究团队通过在基于知识的问答、代码生成、数学推理和科学文献回顾等四个不同任务上进行实验，实验结果显示展示了所提方法的有效性。
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