3 papers
cs.AI2026
SymDiag: Explainable Diagnosis for LLM Reasoning via Neuro-Symbolic Verification
Wenyao Cui, Huaping Zhang, Yongyi Huang +6
Large language models (LLMs) increasingly serve as data-driven reasoners, yet their chains-of-thought (CoT) can be unfaithful even when final answers are correct. Most existing ``v…
cs.CL2024
Humanity in AI: Detecting the Personality of Large Language Models
Baohua Zhan, Yongyi Huang, Wenyao Cui +2
Questionnaires are a common method for detecting the personality of Large Language Models (LLMs). However, their reliability is often compromised by two main issues: hallucinations…
cs.CL2024
Thinking Before Speaking: A Role-playing Model with Mindset
Baohua Zhang, Yongyi Huang, Wenyao Cui +1
Role-playing is an easy task for Large Language Models (LLMs), as they are skilled at simulating human behaviors. Many current studies have enabled LLMs to generate responses in th…