ContextFidelity-Bench: A Three-Paradigm Framework for Evaluating Multi-Turn Hallucination Behavior in Language Models
We introduce ContextFidelity‑Bench, a reproducible benchmark and evaluation framework for studying hallucination‑related behavior in multi‑turn language model conversations. The framework comprises three paradigms: numeric accuracy across a 20‑turn financial analysis that ends with a data correction (P1), constraint sa...