作者位次 #7/7ACL 2026Poster· Natural Language Processing
Integrating Data Validation with Large Language Models for Regulation-Guided Tabular Anomaly Detection
Haoliang Huang · Zihuang Cai · Zhuo Tang · Yifan Liu · Chen Tian · Kenli Li · Changjian Chen
摘要
In many real-world applications, such as medical insurance, many regulations exist that define how data should comply with certain standards. Auditors typically use these regulations to identify anomalies in tabular data. However, existing tabular anomaly detection methods often focus on detectin...