arXiv cs.CL
· Papers
How Long Reasoning Chains Influence LLMs' Judgment of Answer Factuality
arXiv:2604.06756v2 Announce Type: replace Abstract: Large language models (LLMs) has been widely adopted as a scalable surrogate for human evaluation, yet such judges remain imperfect and susceptible to surface-level biases. One possible reason is that these judges lack sufficient information in assessing answer correc