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LLMs have also been explored as zero-shot human models for improving human-robot conversation. The review in [28] demonstrates that LLMs, qualified on extensive text information, can function productive human models for specified HRI duties, achieving predictive general performance akin to specialized machine-Mastering models. Even so, limitations