Yuchao Jiang

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

Large Language Models (LLMs) have demonstrated strong performance in information retrieval tasks like passage ranking. Our research examines how instruction-following capabilities in LLMs interact with multi-document comparison tasks, identifying what we term the “Ranking Blind Spot”—a characteristi