2 papers
cs.CL2026
Zero-Shot Stance Detection in the Wild: Dynamic Target Generation and Multi-Target Adaptation
Aohua Li, Yuanshuo Zhang, Ge Gao +2
Current stance detection research typically relies on predicting stance based on given targets and text. However, in real-world social media scenarios, targets are neither predefin…
cs.CL2026
Adversarial Alignment: Ensuring Value Consistency in Large Language Models for Sensitive Domains
Yuan Gao, Zhigang Liu, Xinyu Yao +2
With the wide application of large language models (LLMs), the problems of bias and value inconsistency in sensitive domains have gradually emerged, especially in terms of race, so…