The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking

Yaoyao Qian, Yifan Zeng, Yuchao Jiang +2

Large Language Models (LLMs) have demonstrated strong performance in information retrieval tasks like passage ranking. Our research examines how instruction-following capabilities…