Towards Automated Real-time Evaluation in Text-based Counseling. - Anqi Li 002; Jingsong Ma; Lizhi Ma; Pengfei Fang; Hongliang He 002; Zhenzhong Lan (CoRR, 2022)

Understanding Client Reactions in Online Mental Health Counseling. - Anqi Li 002; Lizhi Ma; Yaling Mei; Hongliang He 002; Shuai Zhang; Huachuan Qiu; Zhenzhong Lan (ACL (1), 2023)

A Benchmark for Understanding Dialogue Safety in Mental Health Support. - Huachuan Qiu; Tong Zhao; Anqi Li 002; Shuai Zhang; Hongliang He 002; Zhenzhong Lan (NLPCC (2), 2023)

Latent Jailbreak: A Benchmark for Evaluating Text Safety and Output Robustness of Large Language Models. - Huachuan Qiu; Shuai Zhang; Anqi Li 002; Hongliang He 002; Zhenzhong Lan (CoRR, 2023)

SuperCLUE: A Comprehensive Chinese Large Language Model Benchmark. - Liang Xu; Anqi Li 002; Lei Zhu; Hang Xue; Changtai Zhu; Kangkang Zhao; Haonan He; Xuanwei Zhang; Qiyue Kang; Zhenzhong Lan (CoRR, 2023)

PsyBench: a balanced and in-depth Psychological Chinese Evaluation Benchmark for Foundation Models. - Junlei Zhang; Hongliang He 002; Nirui Song; Shuyuan He; Shuai Zhang; Huachuan Qiu; Anqi Li 002; Lizhi Ma; Zhenzhong Lan (CoRR, 2023)

PsyChat: A Client-Centric Dialogue System for Mental Health Support. - Huachuan Qiu; Anqi Li 002; Lizhi Ma; Zhenzhong Lan (CSCWD, 2024)

Facilitating Pornographic Text Detection for Open-Domain Dialogue Systems via Knowledge Distillation of Large Language Models. - Huachuan Qiu; Shuai Zhang; Hongliang He 002; Anqi Li 002; Zhenzhong Lan (CSCWD, 2024)

Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs. - Anqi Li 002; Yu Lu; Nirui Song; Shuai Zhang; Lizhi Ma; Zhenzhong Lan (EMNLP (Findings), 2024)

SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support. - Huachuan Qiu; Hongliang He 002; Shuai Zhang; Anqi Li 002; Zhenzhong Lan (EMNLP (Findings), 2024)

Automatic Evaluation for Mental Health Counseling using LLMs. - Anqi Li 002; Yu Lu; Nirui Song; Shuai Zhang; Lizhi Ma; Zhenzhong Lan (CoRR, 2024)

Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models. - Yang Yan; Lizhi Ma; Anqi Li 002; Jingsong Ma; Zhenzhong Lan (CoRR, 2024)

ConceptPsy: A comprehensive benchmark suite for hierarchical psychological concept understanding in LLMs. - Junlei Zhang; Hongliang He 002; Lizhi Ma; Nirui Song; Shuyuan He; Shuai Zhang; Huachuan Qiu; Zhanchao Zhou; Anqi Li 002; Yong Dai 001; Renjun Xu; Zhenzhong Lan (Neurocomputing, 2025)

The Expressions of Depression and Anxiety in Chinese Psycho-counseling: Usage of First-person Singular Pronoun and Negative Emotional Words. - Lizhi Ma; Tong Zhao; Shuai Zhang; Nirui Song; Hongliang He 002; Anqi Li 002; Ran Feng; Huachuan Qiu; Jingsong Ma; Zhenzhong Lan (CoRR, 2025)