WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning.
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CoRR, January, 2025
Capturing Human Cognitive Styles with Language: Towards an Experimental Evaluation Paradigm.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
Unifying the Extremes: Developing a Unified Model for Detecting and Predicting Extremist Traits and Radicalization.
Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health.
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CoRR, 2024
Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis.
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CoRR, 2024
An inclusive, real-world investigation of persuasion in language and verbal behavior.
J. Comput. Soc. Sci., May, 2022
Analyzing Connections Between User Attributes, Images, and Text.
Cogn. Comput., 2021
Predicting Recidivism Among Internet Child Sex Sting Offenders Using Psychological Language Analysis.
Cyberpsychology Behav. Soc. Netw., 2018
Sexual Self-Schemas in the Real World: Investigating the Ecological Validity of Language-Based Markers of Childhood Sexual Abuse.
Cyberpsychology Behav. Soc. Netw., 2017
Multimodal Analysis and Prediction of Latent User Dimensions.
Proceedings of the Social Informatics, 2017
Disentangling Topic Models: A Cross-cultural Analysis of Personal Values through Words.
Proceedings of the First Workshop on NLP and Computational Social Science, 2016
Cultural Influences on the Measurement of Personal Values through Words.
Proceedings of the 2016 AAAI Spring Symposia, 2016
Values in Words: Using Language to Evaluate and Understand Personal Values.
Proceedings of the Ninth International Conference on Web and Social Media, 2015