When financial fine-tuning fails: A three-level detectability analysis of numerical hallucination in domain-adapted language models
It is demonstrated that numerical hallucination in financial summarization is driven by the degradation of numerical restraint through domain adaptation, not by insufficient numerical reasoning.
Xiao-Dong Li, Pei-Wei Liu
· Neurocomputing · 0 citations