Publications

Can LLM “Self-report”?: Evaluating the Validity of Self-report Scales in Measuring Personality Design in LLM-based Chatbots

Keywords: Human Factors in NLP, Evaluation Methodologies

H. Zou, P. Wang, Z. Yan, T. Sun, Z. Xiao, 2024 (Under Review).

Keywords: Artificial Intelligence, Large Language model, Personality, Psychometrics, Survey Methodology

P. Wang, H. Zou, Z. Yan, F. Guo, T. Sun, Z. Xiao, B. Zhang, 2024, OSF Preprints. osf.io/rwy9b.

Keywords: Hallucination, MLLM

Y. Li*, H. Zou*, Z. Xiao, (Extended Abstract), 2024, GenBench workshop at EMNLP. (* denotes equal contribution)

Keywords: Automated Log Anomaly Detection, Empirical Study, Practitioners’ Expectations

X. Ma, Y. Li, J. Keung, X. Yu, H. Zou, Z. Yang, F. Sarro., E. T. Barr, 2024.

Keywords: Deep Learning-Based Anomaly Detection, Data Resampling Techniques, Class Imbalance, Empirical Analysis

X. Ma, H. Zou, J. Keung, P. He, Y. Li, X. Yu, F. Sarro, 2024, in IEEE Transactions on Software Engineering.

Keywords: Text Summarization, Bug Reports, Title Generation, Transformers, Deep Learning

X. Ma, J. W. Keung, X. Yu, H. Zou, J. Zhang, Y. Li, 2023, in IEEE Transactions on Reliability.

Keywords: Human-Robot Interaction, Theory of Mind, Social Assistive Robots, Conversational Agent

Z. Liu*, Y. Qin*, H. Zou*, E. Paek, D. Casenhiser, W. Zhou, X. Zhao, 2022, in Social Robotics. (* denotes equal contribution).