cognitive linguistics 1dialogue systems 1evaluation metrics 1personalized conversation 1retrieval-augmented models 1
From the 1 of 3 linked papers with an AI index.
3 papers
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…
cs.CL2026
DiPS: Dialogue Policy Selection for High-Stakes Persuasion Agents
Tianyi Zhang, Mousumi Das, Abrar Anwar +2
Large Language Models (LLMs) often struggle with persuasion in high-stakes scenarios. People's individual personalities and concerns require tailored strategies rather than a one-s…
cs.AI2025
Individualized Cognitive Simulation in Large Language Models: Evaluating Different Cognitive Representation Methods
Tianyi Zhang, Xiaolin Zhou, Yunzhe Wang +3
Individualized cognitive simulation (ICS) aims to build computational models that approximate the thought processes of specific individuals. While large language models (LLMs) conv…