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cs.CL2026
Reasoning Model Is Superior LLM-Judge, Yet Suffers from Biases
Hui Huang, Xuanxin Wu, Muyun Yang +1
This paper presents the first systematic comparison investigating whether Large Reasoning Models (LRMs) are superior judges to non-reasoning LLMs. Our empirical analysis yields fou…
cs.CL2026
AEScorer: An Agentic Evidence-Grounded Framework for Graded Factuality Verification
Hui Huang, Muyun Yang, Yuki Arase
Despite the significant advancements of Large Language Models (LLMs), their factuality remains a critical challenge, creating a growing need for more nuanced factuality verificatio…