HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs

HD-NDEs presents a mathematically principled approach to hallucination detection in large language models using neural differential equations, offering improved accuracy and interpretability.

Recommended citation: Q Li, J Geng, Z Chen, D Zhu, Y Wang, C Ma, C Lyu, F Karray. (2025). "HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs." ACL 2025 Main.
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