Author

Qihao Yang

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#artificial intelligence Preprint Oct 2026

MASC: A Multi-Agent Self-Calibration Framework with Latent Construct Alignment for Consistent Client Role-Playing in Psychological Counseling

Large language models are increasingly used to simulate clients for counselor training and psychological counseling research, but reliable simulation requires clients to remain psychologically coherent across extended interactions. Existing role-playing methods largely rely on static profile prompts and may exhibit per...

Shi-Xin Peng, Kun Jiang, Jia-Xing Zheng et al. · 0 citations

Review Aug 2026

Benchmarking and Enhancing LLMs for Rule-Intensive Review of National Standard Documents

This work introduces GB/T-Bench, the first benchmark for the structured review of national standard documents, and proposes GB/T-Reviewer, a multi-agent framework that converts review knowledge into specialized skills and coordinates global inspection, targeted diagnosis, rule scanning, and result verification, paving...

Tao Wang, Qihao Yang, Rongjiao Liang et al. · 0 citations