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Parsa Bakhtary

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Open access Sep 2026

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...

Parsa Bakhtary · 0 citations

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