Author

Hua-Chuan Qiu

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#natural language process... Preprint Oct 2026

PsyInterviewee: Informational Invariance and Relational Adaptivity in Mental Health Interview Simulation

LLM-based simulated interviewees support interviewer training and the evaluation of mental health interviewing systems. Existing studies have primarily focused on improving human-likeness through richer patient profiles and behavioral modeling. However, human-likeness alone does not establish their reliability. Reliabl...

Jia-Wei Zhang, Hua-Chuan Qiu, Ruo-Cheng Guo et al. · 0 citations

#natural language process... Preprint Oct 2026

Batch-Paced: Fixed-Budget Batch Decoding in Discrete Diffusion Language Models

As generative language models become more capable and widely used, inference demand grows, making efficient serving increasingly important. Discrete diffusion language models (dLLMs) offer a promising path to more efficient inference through parallel token generation. Prior dLLM decoding methods, however, focus on impr...

Shuai Zhang, Zhan-Chao Zhou, Hua-Chuan Qiu et al. · 0 citations