Schwartz, H. Andrew

Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach

Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Dziurzynski, L., Ramones, S. M., Agrawal, M., Shah, A., Kosinski, M., Stillwell, D., Seligman, M. E. P., et al. (2013) · PLoS ONE

Mental Health via WritingAuthorship Attribution and Profiling

Cited by 1,700

Automatic personality assessment through social media language.

Park, G., Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Kosinski, M., Stillwell, D. J., Ungar, L. H., & Seligman, M. E. P. (2015) · Journal of Personality and Social Psychology

Mental Health via WritingPersonality Traits and Psychology

Cited by 802

Facebook language predicts depression in medical records

Eichstaedt, J. C., Smith, R. J., Merchant, R. M., Ungar, L. H., Crutchley, P., Preoţiuc-Pietro, D., Asch, D. A., & Schwartz, H. A. (2018) · Proceedings of the National Academy of Sciences

Mental Health via WritingEmotion and Mood Recognition

Cited by 643

Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation

Stade, E. C., Stirman, S. W., Ungar, L. H., Boland, C. L., Schwartz, H. A., Yaden, D. B., Sedoc, J., DeRubeis, R. J., Willer, R., & Eichstaedt, J. C. (2024) · npj Mental Health Research

Artificial Intelligence in Healthcare and EducationDigital Mental Health Interventions

Cited by 391

Natural language analysis and the psychology of verbal behavior: the past, present, and future states of the field

Boyd, R. L., & Schwartz, H. A. (2021) · Journal of Language and Social Psychology

Mental Health via WritingComputational and Text Analysis Methods

Cited by 317

Towards Assessing Changes in Degree of Depression through Facebook

Schwartz, H. A., Eichstaedt, J., Kern, M. L., Park, G., Sap, M., Stillwell, D., Kosinski, M., & Ungar, L. (2014) · Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality

Mental Health via WritingEmotion and Mood Recognition

Cited by 256

Predictive biases in natural language processing models: A conceptual framework and overview

Shah, D. S., Schwartz, H. A., & Hovy, D. (2020) · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

Ethics and Social Impacts of AINatural Language Processing Techniques

Cited by 241

Gaining insights from social media language: Methodologies and challenges.

Kern, M. L., Park, G., Eichstaedt, J. C., Schwartz, H. A., Sap, M., Smith, L. K., & Ungar, L. H. (2016) · Psychological Methods

Mental Health via WritingComputational and Text Analysis Methods

Cited by 221

PREDICTING INDIVIDUAL WELL-BEING THROUGH THE LANGUAGE OF SOCIAL MEDIA

SCHWARTZ, H. A., SAP, M., KERN, M. L., EICHSTAEDT, J. C., KAPELNER, A., AGRAWAL, M., BLANCO, E., DZIURZYNSKI, L., PARK, G., STILLWELL, D., et al. (2016) · Biocomputing 2016

Mental Health via WritingPsychological Well-being and Life Satisfaction

Cited by 148

DLATK: Differential Language Analysis ToolKit

Schwartz, H. A., Giorgi, S., Sap, M., Crutchley, P., Ungar, L., & Eichstaedt, J. (2017) · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Sentiment Analysis and Opinion MiningMental Health via Writing

Cited by 130

Suicide Risk Assessment with Multi-level Dual-Context Language and

Matero, M., Idnani, A., Son, Y., Giorgi, S., Vu, H., Zamani, M., Limbachiya, P., Guntuku, S. C., & Schwartz, H. A. (2019) · Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology

Mental Health via WritingSuicide and Self-Harm Studies

Cited by 102

Linking social media and medical record data: a study of adults presenting to an academic, urban emergency department

Padrez, K. A., Ungar, L., Schwartz, H. A., Smith, R. J., Hill, S., Antanavicius, T., Brown, D. M., Crutchley, P., Asch, D. A., & Merchant, R. M. (2016) · BMJ Quality & Safety

Social Media in Health EducationElectronic Health Records Systems

Cited by 75

Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task

Preoţiuc-Pietro, D., Sap, M., Schwartz, H. A., & Ungar, L. (2015) · Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality

Mental Health via WritingSentiment Analysis and Opinion Mining

Cited by 54

World Trade Center responders in their own words: predicting PTSD symptom trajectories with AI-based language analyses of interviews

Son, Y., Clouston, S. A. P., Kotov, R., Eichstaedt, J. C., Bromet, E. J., Luft, B. J., & Schwartz, H. A. (2023) · Psychological Medicine

Mental Health via WritingPosttraumatic Stress Disorder Research

Cited by 42

JustCorrect: Intelligent Post Hoc Text Correction Techniques on Smartphones

Cui, W., Zhu, S., Zhang, M. R., Schwartz, H. A., Wobbrock, J. O., & Bi, X. (2020) · Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology

Usability and User Interface DesignInteractive and Immersive Displays

Cited by 24

Artificial intelligence language predictors of two-year trauma-related outcomes

Oltmanns, J. R., Schwartz, H. A., Ruggero, C., Son, Y., Miao, J., Waszczuk, M., Clouston, S. A. P., Bromet, E. J., Luft, B. J., & Kotov, R. (2021) · Journal of Psychiatric Research

Mental Health via WritingPosttraumatic Stress Disorder Research

Cited by 13

Archetypes and entropy: Theory-driven extraction of evidence for suicide risk

Varadarajan, V., Lahnala, A., V Ganesan, A., Dey, G., Mangalik, S., Bucur, A.-M., Soni, N., Rao, R., Lanning, K., Vallejo, I., et al. (2024) · Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024)

Mental Health via WritingSuicide and Self-Harm Studies

Cited by 1