Lyle Ungar

Lyle Ungar

University of Pennsylvania

H-index: 93

North America-United States

About Lyle Ungar

Lyle Ungar, With an exceptional h-index of 93 and a recent h-index of 68 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of machine learning, computational linguistics, computational social science.

His recent articles reflect a diverse array of research interests and contributions to the field:

The value of social media language for the assessment of wellbeing: A systematic review and meta-analysis

Language-based EMA assessments help understand problematic alcohol consumption

Predicting the Effect of Proton Beam Therapy Technology on Pulmonary Toxicities for Patients With Locally Advanced Lung Cancer Enrolled in the Proton Collaborative Group …

Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis

Tapping into alcohol use during COVID: Drinking correlates among bartenders and servers

A Cross-Cultural Analysis of Social Norms in Bollywood and Hollywood Movies

Key language markers of depression on social media depend on race

Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination

Lyle Ungar Information

University

Position

___

Citations(all)

43277

Citations(since 2020)

18380

Cited By

34961

hIndex(all)

93

hIndex(since 2020)

68

i10Index(all)

324

i10Index(since 2020)

229

Email

University Profile Page

University of Pennsylvania

Google Scholar

View Google Scholar Profile

Lyle Ungar Skills & Research Interests

machine learning

computational linguistics

computational social science

Top articles of Lyle Ungar

Title

Journal

Author(s)

Publication Date

The value of social media language for the assessment of wellbeing: A systematic review and meta-analysis

S Sametoğlu

D Pelt

JC Eichstaedt

LH Ungar

M Bartels

2022/5/19

Language-based EMA assessments help understand problematic alcohol consumption

Plos one

August Håkan Nilsson

Hansen Andrew Schwartz

Richard N Rosenthal

James R McKay

Huy Vu

...

2024/3/6

Predicting the Effect of Proton Beam Therapy Technology on Pulmonary Toxicities for Patients With Locally Advanced Lung Cancer Enrolled in the Proton Collaborative Group …

International Journal of Radiation Oncology* Biology* Physics

Gilmer Valdes

Jessica Scholey

Tomi F Nano

Efstathios D Gennatas

Pranshu Mohindra

...

2024/5/1

Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis

Matthew Matero

Huy Vu

August Nilsson

Syeda Mahwish

Young Min Cho

...

2024/3

Tapping into alcohol use during COVID: Drinking correlates among bartenders and servers

PLoS one

Rupa Jose

Weixi Wang

Garrick Sherman

Richard N Rosenthal

H Andrew Schwartz

...

2024/4/16

A Cross-Cultural Analysis of Social Norms in Bollywood and Hollywood Movies

arXiv preprint arXiv:2402.11333

Sunny Rai

Khushang Zilesh Zaveri

Shreya Havaldar

Soumna Nema

Lyle Ungar

...

2024/2/17

Key language markers of depression on social media depend on race

Proceedings of the National Academy of Sciences

Sunny Rai

Elizabeth C Stade

Salvatore Giorgi

Ashley Francisco

Lyle H Ungar

...

2024/4/2

Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination

arXiv preprint arXiv:2401.05254

Young-Min Cho

Dandan Pang

Stuti Thapa

Garrick Sherman

Lyle Ungar

...

2024/1/10

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

npj Mental Health Research

Elizabeth C Stade

Shannon Wiltsey Stirman

Lyle H Ungar

Cody L Boland

H Andrew Schwartz

...

2024/4/2

Differential temporal utility of passively sensed smartphone features for depression and anxiety symptom prediction: a longitudinal cohort study

npj Mental Health Research

Caitlin A Stamatis

Jonah Meyerhoff

Yixuan Meng

Zhi Chong Chris Lin

Young Min Cho

...

2024/1/4

A cross-cultural examination of temporal orientation through everyday language on social media

Plos one

Xin Daphne Hou

Sharath Chandra Guntuku

Young-Min Cho

Garrick Sherman

Tingdan Zhang

...

2024/3/8

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

Psychological medicine

Philip Shaw

Sam Blizzard

Gauri Shastri

Paul Kundzicz

Brenda Curtis

...

2023/1

Beyond beliefs: Multidimensional aspects of religion and spirituality in language.

Psychology of Religion and Spirituality

David B Yaden

Salvatore Giorgi

Margaret L Kern

Alejandro Adler

Lyle H Ungar

...

2023/5

Characterizing empathy and compassion using computational linguistic analysis.

Emotion

David B Yaden

Salvatore Giorgi

Matthew Jordan

Anneke Buffone

Johannes C Eichstaedt

...

2023/5/18

The trouble with talent: Semantic ambiguity in the workplace

Organizational Behavior and Human Decision Processes

Daniel A Southwick

Zhaoying V Liu

Chayce Baldwin

Abigail L Quirk

Lyle H Ungar

...

2023/1/1

Automated Detection of Interpretable Causal Inference Opportunities: Regression Discontinuity Subgroup Discovery

Tony Liu

Patrick Lawlor

Lyle Ungar

Konrad Kording

Rahul Ladhania

2023/7/19

Author Correction: Opioid death projections with AI-based forecasts using social media language

NPJ Digital Medicine

Matthew Matero

Salvatore Giorgi

Brenda Curtis

Lyle H Ungar

H Andrew Schwartz

2023/3/17

Different affordances on facebook and sms text messaging do not impede generalization of language-based predictive models

Proceedings of the International AAAI Conference on Web and Social Media

Tingting Liu

Salvatore Giorgi

Xiangyu Tao

Sharath Chandra Guntuku

Douglas Bellew

...

2023/6/2

Comparison of wellbeing structures based on survey responses and social media language: A network analysis

Applied Psychology: Health and Well‐Being

Selim Sametoğlu

Dirk HM Pelt

Johannes C Eichstaedt

Lyle H Ungar

Meike Bartels

2023/11

A deep learning approach to personality assessment: Generalizing across items and expanding the reach of survey-based research.

Journal of Personality and Social Psychology

Huy Vu

Suhaib Abdurahman

Wanling Zou

Lyle Ungar

Sudeep Bhatia

2023

See List of Professors in Lyle Ungar University(University of Pennsylvania)

Co-Authors

H-index: 181
"Martin Seligman"

"Martin Seligman"

University of Pennsylvania

H-index: 60
Michal Kosinski

Michal Kosinski

Stanford University

H-index: 55
David M Pennock

David M Pennock

Rutgers, The State University of New Jersey

H-index: 49
David Stillwell

David Stillwell

University of Cambridge

H-index: 45
H. Andrew Schwartz

H. Andrew Schwartz

Stony Brook University

H-index: 38
Maarten Sap

Maarten Sap

University of Washington

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