Beyond Polarization: The Generative Constraint of Chain-of-Thought in Pointwise Reranking

Xiaoyang Chen, Jie Liu, Haijin Liang +5

In pointwise document reranking, Chain-of-Thought models typically underperform direct scoring models. While existing diagnostics attribute this to inferior classification, score p…