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Qiming Xie

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#artificial intelligence Preprint Sep 2026

MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generation

This work introduces MOCC, a multimodal counseling conversation corpus containing over 200 hours of interactions involving 154 credential-verified counselors and proposes MOCC-R1, a two-stage framework for optimizing reasoning-response consistency.

Wen-Jie Zheng, Qiming Xie, Jian-Fei Yu et al. · 0 citations

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