Author

Yuxiang Wang

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#natural language process... Jun 2026

ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models

ParaBridge is proposed, an on-policy self-distillation method that turns a brittle inference-time scaffold into stable model behavior and generalizes to unseen paralinguistic cues, transfers from safety-oriented training to empathy-oriented dialogue, and works on a different SLM backbone.

Yuxiang Wang, Qin-Ke Ni, Sheng-Bo Cai et al. · arXiv.org · 2 citations