Lizhi Ma

According to our database, Lizhi Ma authored at least 18 papers between 2003 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

LeJOT-AutoML: LLM-Driven Feature Engineering for Job Execution Time Prediction in Databricks Cost Optimization.

Lizhi Ma, Yixiang Hu, Yihui Ren, Feng Wu, Xiang-Yang Li

CoRR, March, 2026

CARE: An Explainable Computational Framework for Assessing Client-Perceived Therapeutic Alliance Using Large Language Models.

Anqi Li, Chenxiao Wang, Yu Lu, Renjun Xu, Lizhi Ma, Zhenzhong Lan

CoRR, February, 2026

2025

LeJOT: An Intelligent Job Cost Orchestration Solution for Databricks Platform.

Lizhi Ma, Yixiang Hu, Yuke Wang, Yifang Zhao, Yihui Ren, Jian-Xiang Liao, Feng Wu, Xiang-Yang Li

CoRR, December, 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, Anqi Li, Ran Feng, Huachuan Qiu, Jingsong Ma, Zhenzhong Lan

CoRR, July, 2025

ConceptPsy: A comprehensive benchmark suite for hierarchical psychological concept understanding in LLMs.

Junlei Zhang, Hongliang He, Lizhi Ma, Nirui Song, Shuyuan He, Shuai Zhang, Huachuan Qiu, Zhanchao Zhou, Anqi Li, Yong Dai, Renjun Xu, Zhenzhong Lan

Neurocomputing, 2025

Cognitive Distillation with Parameter-Efficient LLMs: Chain-of-Thought Calibration for Personality Prediction.

Yang Yan, Lizhi Ma, Yu Lu, Renjun Xu, Zhenzhong Lan

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

Cognitive Representation in Large Language Models: Formalizing Psychological Constructs for Automated Questionnaire Generation.

Yang Yan, Lizhi Ma, Yu Lu, Renjun Xu, Zhenzhong Lan

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024

Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models.

Yang Yan, Lizhi Ma, Anqi Li, Jingsong Ma, Zhenzhong Lan

CoRR, 2024

No General Code of Ethics for All: Ethical Considerations in Human-bot Psycho-counseling.

Lizhi Ma, Tong Zhao, Huachuan Qiu, Zhenzhong Lan

CoRR, 2024

Automatic Evaluation for Mental Health Counseling using LLMs.

Anqi Li, Yu Lu, Nirui Song, Shuai Zhang, Lizhi Ma, Zhenzhong Lan

CoRR, 2024

PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling.

Huachuan Qiu, Lizhi Ma, Zhenzhong Lan

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs.

Anqi Li, Yu Lu, Nirui Song, Shuai Zhang, Lizhi Ma, Zhenzhong Lan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

PsyChat: A Client-Centric Dialogue System for Mental Health Support.

Huachuan Qiu, Anqi Li, Lizhi Ma, Zhenzhong Lan

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

PsyBench: a balanced and in-depth Psychological Chinese Evaluation Benchmark for Foundation Models.

Junlei Zhang, Hongliang He, Nirui Song, Shuyuan He, Shuai Zhang, Huachuan Qiu, Anqi Li, Lizhi Ma, Zhenzhong Lan

CoRR, 2023

Understanding Client Reactions in Online Mental Health Counseling.

Anqi Li, Lizhi Ma, Yaling Mei, Hongliang He, Shuai Zhang, Huachuan Qiu, Zhenzhong Lan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Towards Automated Real-time Evaluation in Text-based Counseling.

Anqi Li, Jingsong Ma, Lizhi Ma, Pengfei Fang, Hongliang He, Zhenzhong Lan

CoRR, 2022

2017

Extraneous visual noise facilitates word learning.

Katherine Twomey, Lizhi Ma, Gert Westermann

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2003

Special Section: Wagner Prize Papers: Managing Credit Lines and Prices for Bank One Credit Cards.

Margaret S. Trench, Shane P. Pederson, Edward T. Lau, Lizhi Ma, Hui Wang, Suresh K. Nair

Interfaces, 2003