作者位次 #2/8ACL 2026Findings· Findings of ACL
Large Language Models Are Still Misled by Simple Bias Ensembles
Zhouhao Sun · Zhiyuan Kan · Xiao Ding · Li Du · Bibo Cai · yang zhao · Bing Qin · Ting Liu
摘要
With the evolution of large language models (LLMs), their robustness against individual simple biases has been enhanced. However, we observe that the ensemble of multiple simple biases still exerts a significant adverse impact on LLMs. Given that real-world data samples are typically confounded b...