You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments. - Bangzhao Shu; Lechen Zhang; Minje Choi; Lavinia Dunagan; Dallas Card; David Jurgens (CoRR, 2023)

You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments. - Bangzhao Shu; Lechen Zhang; Minje Choi; Lavinia Dunagan; Lajanugen Logeswaran; Moontae Lee; Dallas Card; David Jurgens (NAACL-HLT, 2024)

Causally Modeling the Linguistic and Social Factors that Predict Email Response. - Yinuo Xu; Hong Chen; Sushrita Rakshit; Aparna Ananthasubramaniam; Omkar Yadav; Mingqian Zheng; Michael Jiang; Lechen Zhang; Bowen Yi; Kenan Alkiek; Abraham Israeli; Bangzhao Shu; et al. (NAACL (Long Papers), 2025)