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RESEARCH27

Are you with me? A Framework for Detecting Mental Model Discrepancies in Task-Based Team Dialogues

arXiv CS.AIΒ·May 6, 2026

This research proposes a framework to identify and categorize mental model discrepancies in task-based team dialogues. It demonstrates that these discrepancy patterns contain predictive signals for future misalignments, addressing the limitations of traditional shared mental model assessment methods.

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