CORTEX detects token-level hallucinations in RAG via comparative internal representations, information propagation, and smoothing, reporting gains on two benchmarks with three LLMs.
Rethinking Hallucinations: Correctness, Consistency, and Prompt Multiplicity
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CORTEX: Token-Level Hallucination Detection in RAG via Comparative Internal Representations
CORTEX detects token-level hallucinations in RAG via comparative internal representations, information propagation, and smoothing, reporting gains on two benchmarks with three LLMs.