Song, Xiaoyang

1. Self-Assessment Tests are Unreliable Measures of LLM Personality
   2023/09/15 by Akshat Gupta, Gupta, Akshat, Xiaoyang Song +3 · 13 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
2. Have Large Language Models Developed a Personality?: Applicability of Self-Assessment Tests in Measuring Personality in LLMs
   2023/05/24 by Song, Xiaoyang, Gupta, Akshat, Mohebbizadeh, Kiyan +2 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Identifying Multiple Personalities in Large Language Models with External Evaluation
   2024/02/22 by Song, Xiaoyang, Adachi, Yuta, Feng, Jessie +6 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes
   2024/12/30 by Yang Chen, Chen, Yang, Chih‐Li Sung +7 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)