ConvApparel: Measuring and bridging the realism gap in user simulators

Generative AI

15 April 2026 07:25 AM IST

ConvApparel: Measuring and bridging the realism gap in user simulators

April 9, 2026

Ofer Meshi and Sally Goldman, Research Scientists, Google Research

We introduce ConvApparel, a new human-AI conversation dataset and a comprehensive evaluation framework designed to quantify the "realism gap" in LLM-based user simulators and improve the training of robust conversational agents.

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