works on
confidence estimation 1financial question answering 1hallucination detection 1large language models 1model probing 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CL2026

Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States

Richard Zhe Wang

The paper investigates whether internal activations of large language models can be used to detect confidently wrong (hallucinated) answers in financial question answering, showing…