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cs.CL2026
S-MARC: Causal Streaming Reasoning for Full-Duplex Conversational Behavior Modeling
Dingkun Zhou, Shuchang Pan, Jiachen Lian +11
Human conversation is organized by an implicit chain of thought and manifests as temporally structured conversational behaviors. Capturing this perceptual pathway is critical for b…
cs.CL2026
K-Function: Joint Pronunciation Transcription and Feedback for Evaluating Kids Language Function
Shuhe Li, Chenxu Guo, Jiachen Lian +18
Evaluating young children's language is challenging for automatic speech recognizers due to high-pitched voices, prolonged sounds, and limited data. We introduce K-Function, a fram…