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MADS: Multi-Agent Dialog Simulation for Robust Conversational Agents

arXiv:2610.12757v1 Announce Type: new Abstract: Task-oriented conversational agents remain fragile under realistic conditions, especially when users exhibit non-cooperative behavior. Existing function-calling benchmarks underrepresent adversarial conversation trajectories, thereby limiting the trai…

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  1. 2026-10-12 04:00 · arXiv cs.CL
    MADS: Multi-Agent Dialog Simulation for Robust Conversational Agents

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