作者位次 #5/8ACL 2026Poster· Natural Language Processing
T rend F act: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking
Xiaocheng Zhang · Xi Wang · Yifei Lu · Jianing Wang · Zhuangzhuang Ye · Mengjiao Bao · Peng Yan · Xiaohong Su
摘要
With the surge of online misinformation, Large Language Models (LLMs) and Reasoning Large Language Models (RLMs) serving as Automatic Fact-Checking (AFC) systems have emerged as a prominent paradigm for reliable, explainable verification. However, our empirical study reveals that this paradigm fa...