Ungar, Lyle

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

A hybrid neural network‐first principles approach to process modeling

Psichogios, D. C., & Ungar, L. H. (1992) · AIChE Journal

Control Systems and IdentificationFault Detection and Control Systems

Cited by 982

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

Detecting depression and mental illness on social media: an integrative review

Guntuku, S. C., Yaden, D. B., Kern, M. L., Ungar, L. H., & Eichstaedt, J. C. (2017) · Current Opinion in Behavioral Sciences

Mental Health via WritingEmotion and Mood Recognition

Cited by 722

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

Psychological Strategies for Winning a Geopolitical Forecasting Tournament

Mellers, B., Ungar, L., Baron, J., Ramos, J., Gurcay, B., Fincher, K., Scott, S. E., Moore, D., Atanasov, P., Swift, S. A., et al. (2014) · Psychological Science

Forecasting Techniques and ApplicationsDecision-Making and Behavioral Economics

Cited by 312

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

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

Two Reasons to Make Aggregated Probability Forecasts More Extreme

Baron, J., Mellers, B. A., Tetlock, P. E., Stone, E., & Ungar, L. H. (2014) · Decision Analysis

Forecasting Techniques and ApplicationsSports Analytics and Performance

Cited by 130

Multicollinearity: A tale of two nonparametric regressions

De Veaux, R. D., & Ungar, L. H. (1994) · Lecture Notes in Statistics

Neural Networks and ApplicationsStatistical Methods and Applications

Cited by 118

Language of ADHD in Adults on Social Media

Guntuku, S. C., Ramsay, J. R., Merchant, R. M., & Ungar, L. H. (2019) · Journal of Attention Disorders

Mental Health via WritingAttention Deficit Hyperactivity Disorder

Cited by 89

Enhanced estimations of post‐stroke aphasia severity using stacked multimodal predictions

Pustina, D., Coslett, H. B., Ungar, L., Faseyitan, O. K., Medaglia, J. D., Avants, B., & Schwartz, M. F. (2017) · Human Brain Mapping

Neurobiology of Language and BilingualismFunctional Brain Connectivity Studies

Cited by 86

Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study

Meyerhoff, J., Liu, T., Kording, K. P., Ungar, L. H., Kaiser, S. M., Karr, C. J., & Mohr, D. C. (2021) · Journal of Medical Internet Research

Mental Health Research TopicsDigital Mental Health Interventions

Cited by 82

Public Priorities and Concerns Regarding COVID-19 in an Online Discussion Forum: Longitudinal Topic Modeling

Stokes, D. C., Andy, A., Guntuku, S. C., Ungar, L. H., & Merchant, R. M. (2020) · Journal of General Internal Medicine

Communication and COVID-19 ImpactSentiment Analysis and Opinion Mining

Cited by 77

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

Confidence Calibration in a Multiyear Geopolitical Forecasting Competition

Moore, D. A., Swift, S. A., Minster, A., Mellers, B., Ungar, L., Tetlock, P., Yang, H. H. J., & Tenney, E. R. (2017) · Management Science

Forecasting Techniques and ApplicationsDecision-Making and Behavioral Economics

Cited by 74

Large language models display human-like social desirability biases in Big Five personality surveys

Salecha, A., Ireland, M. E., Subrahmanya, S., Sedoc, J., Ungar, L. H., & Eichstaedt, J. C. (2024) · PNAS Nexus

Ethics and Social Impacts of AIPersonality Traits and Psychology

Cited by 55

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

An “Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives”

Cho, Y., Rai, S., Ungar, L., Sedoc, J., & Guntuku, S. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Digital Mental Health InterventionsSocial Robot Interaction and HRI

Cited by 33

A daily diary study into the effects on mental health of COVID-19 pandemic-related behaviors

Shaw, P., Blizzard, S., Shastri, G., Kundzicz, P., Curtis, B., Ungar, L., & Koehly, L. (2021) · Psychological Medicine

COVID-19 and Mental HealthCommunication and COVID-19 Impact

Cited by 14

Multilingual Language Models are not Multicultural: A Case Study in Emotion

Havaldar, S., Rai, S., Singhal, B., Liu, L., Guntuku, S. C., & Ungar, L. (2023) · arXiv

Topic ModelingSentiment Analysis and Opinion Mining

Cited by 6