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cognitive linguistics 1dialogue systems 1evaluation metrics 1personalized conversation 1retrieval-augmented models 1

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1 paper

cs.CL2026

Rethinking Evaluation in Retrieval-Augmented Personalized Dialogue: A Cognitive and Linguistic Perspective

Tianyi Zhang, David Traum

The paper examines how current surface-level metrics miss important aspects of conversational quality in retrieval-augmented personalized dialogue systems, using the LAPDOG framewo…