Lighthouse：面向民权档案历史探索的可信数字助手
原标题：Lighthouse: On Building a Trustworthy Digital Assistant for Exploring History with Civil Rights Archives
AI 摘要
南卡罗来纳大学的研究团队构建了名为 Lighthouse 的数字助手（聊天机器人），用于探索美国民权运动时期的历史档案，据称是首个面向该领域的此类系统。该系统采用神经符号方法，将大语言模型与基于规则的符号求解相结合，设计原则聚焦内容可信度与降低生成答案对用户的潜在伤害。研究团队用客观事实性问题与由专家答案聚合出“金标准”的主观问题数据集进行评估，系统可访问超过 1.8 万份原始档案且易于扩展。
正文节选
Lighthouse: On Building a Trustworthy Digital Assistant for Exploring History with Civil Rights ArchivesThanks: All authors are with the University of South Carolina, Columbia, SC, USA.Thanks: Manuscript received Month DD, YYYY; revised Month DD, YYYY. Abstract History — the systematic study of change over time — employs methods from a variety of disciplines to study societal and community development. Historical studies provide insight into group dynamics and human behavior while also serving a