Ning Li

Detecting Errors in Large Language Model Responses: The Incremental Predictive Value of Hidden States

Although large language models support a wide range of tasks, hallucinations remain a major obstacle to user trust. When a model generates an answer, both its internal processing and final output vary with the question. Internal states are often expected to offer richer signals for hallucination detection. However, stu...