Lyle H. Ungar

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 101

Top Venues

Publications

Ankit Aich, Tingting Liu, Salvatore Giorgi, Kelsey Isman, Lyle H. Ungar, Brenda Curtis
Vernacular? I Barely Know Her: Challenges with Style Control and Stereotyping. CoRR (2024)
Jordan K. Matelsky, Lyle H. Ungar, Konrad P. Kording
Empirical influence functions to understand the logic of fine-tuning. CoRR (2024)
Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar
Building Knowledge-Guided Lexica to Model Cultural Variation. CoRR (2024)
Aadesh Salecha, Molly E. Ireland, Shashanka Subrahmanya, João Sedoc, Lyle H. Ungar, Johannes C. Eichstaedt
Large Language Models Show Human-like Social Desirability Biases in Survey Responses. CoRR (2024)
Young-Min Cho, Dandan Pang, Stuti Thapa, Garrick Sherman, Lyle H. Ungar, Louis Tay, Sharath Chandra Guntuku
Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination. CoRR (2024)
Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar
Building Knowledge-Guided Lexica to Model Cultural Variation. NAACL-HLT (2024)
Salvatore Giorgi, Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried, João Sedoc, Lyle H. Ungar, Brenda Curtis
Explicit and Implicit Large Language Model Personas Generate Opinions but Fail to Replicate Deeper Perceptions and Biases. CoRR (2024)
Sunny Rai, Khushang Zilesh Zaveri, Shreya Havaldar, Soumna Nema, Lyle H. Ungar, Sharath Chandra Guntuku
A Cross-Cultural Analysis of Social Norms in Bollywood and Hollywood Movies. CoRR (2024)
Tony Liu, Lyle H. Ungar, Konrad P. Kording, Morgan McGuire
Measuring Causal Effects of Civil Communication without Randomization. ICWSM (2024)
Shreya Havaldar, Adam Stein, Eric Wong, Lyle H. Ungar
TopEx: Topic-based Explanations for Model Comparison. Tiny Papers @ ICLR (2023)
Shreya Havaldar, Bhumika Singhal, Sunny Rai, Langchen Liu, Sharath Chandra Guntuku, Lyle H. Ungar
Multilingual Language Models are not Multicultural: A Case Study in Emotion. WASSA@ACL (2023)
Maria Leonor Pacheco, Tunazzina Islam, Lyle H. Ungar, Ming Yin, Dan Goldwasser
Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections. ACL (Findings) (2023)
Shreya Havaldar, Matthew Pressimone, Eric Wong, Lyle H. Ungar
Comparing Styles across Languages. EMNLP (2023)
Rahul Ladhania, Jann Spiess, Lyle H. Ungar, Wenbo Wu
Personalized Assignment to One of Many Treatment Arms via Regularized and Clustered Joint Assignment Forests. CoRR (2023)
Young Min Cho, Sunny Rai, Lyle H. Ungar, João Sedoc, Sharath Chandra Guntuku
An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives. CoRR (2023)
Tingting Liu, Devansh Jain, Shivani R. Rapole, Brenda Curtis, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku
Detecting Symptoms of Depression on Reddit. WebSci (2023)
Shreya Havaldar, Sunny Rai, Bhumika Singhal, Langchen Liu, Sharath Chandra Guntuku, Lyle H. Ungar
Multilingual Language Models are not Multicultural: A Case Study in Emotion. CoRR (2023)
Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz
Author Correction: Opioid death projections with AI-based forecasts using social media language. npj Digit. Medicine 6 (2023)
Salvatore Giorgi, Shreya Havaldar, Farhan Ahmed, Zuhaib Akhtar, Shalaka Vaidya, Gary Pan, Lyle H. Ungar, H. Andrew Schwartz, João Sedoc
Human-Centered Metrics for Dialog System Evaluation. CoRR (2023)
Renyi Qu, Lyle H. Ungar, João Sedoc
Conditioning on Dialog Acts improves Empathy Style Transfer. EMNLP (Findings) (2023)
Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. npj Digit. Medicine 6 (2023)
Tony Liu, Patrick N. Lawlor, Lyle H. Ungar, Konrad P. Kording, Rahul Ladhania
Automated Detection of Causal Inference Opportunities: Regression Discontinuity Subgroup Discovery. Trans. Mach. Learn. Res. 2023 (2023)
Shreya Havaldar, Matthew Pressimone, Eric Wong, Lyle H. Ungar
Comparing Styles across Languages. CoRR (2023)
Li Yifei, Lyle H. Ungar, João Sedoc
Conceptor-Aided Debiasing of Large Language Models. EMNLP (2023)
Young Min Cho, Sunny Rai, Lyle H. Ungar, João Sedoc, Sharath Chandra Guntuku
An "Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives". EMNLP (2023)
Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Sharath Chandra Guntuku, Douglas Bellew, Brenda Curtis, Lyle H. Ungar
Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models. ICWSM (2023)
Sharath Chandra Guntuku, Thomas Talhelm, Garrick Sherman, Angel Fan, Salvatore Giorgi, Liuqing Wei, Lyle H. Ungar
Historical patterns of rice farming explain modern-day language use in China and Japan more than modernization and urbanization. CoRR (2023)
Harsh Shah, Kokil Jaidka, Lyle H. Ungar, Jesse Fagan, Travis J. Grosser
Building a Multimodal Classifier of Email Behavior: Towards a Social Network Understanding of Organizational Communication. Inf. 14 (12) (2023)
Ashwin De Silva, Rahul Ramesh, Lyle H. Ungar, Marshall G. Hussain Shuler, Noah J. Cowan, Michael Platt, Chen Li, Leyla Isik, Seung-Eon Roh, Adam Charles, Archana Venkataraman, Brian Caffo, Javier J. How, Justus M. Kebschull, John W. Krakauer, Maxim Bichuch, Kaleab Alemayehu Kinfu, Eva Yezerets, Dinesh Jayaraman, Jong M. Shin, Soledad Villar, Ian Phillips, Carey E. Priebe, Thomas Hartung, Michael I. Miller, Jayanta Dey, Ningyuan Huang, Eric Eaton, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Randal C. Burns, Onyema Osuagwu, Brett Mensh, Alysson R. Muotri, Julia Brown, Chris White, Weiwei Yang, Andrei A. Rusu, Timothy D. Verstynen, Konrad P. Kording, Pratik Chaudhari, Joshua T. Vogelstein
Prospective Learning: Principled Extrapolation to the Future. CoLLAs (2023)
Salvatore Giorgi, Veronica E. Lynn, Keshav Gupta, Farhan Ahmed, Sandra Matz, Lyle H. Ungar, H. Andrew Schwartz
Correcting Sociodemographic Selection Biases for Population Prediction from Social Media. ICWSM (2022)
Jesse Cui, Tingdan Zhang, Kokil Jaidka, Dandan Pang, Garrick Sherman, Vinit Jakhetiya, Lyle H. Ungar, Sharath Chandra Guntuku
Social Media Reveals Urban-Rural Differences in Stress across China. ICWSM (2022)
Zachary N. Flamholz, Andrew Crane-Droesch, Lyle H. Ungar, Gary E. Weissman
Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information. J. Biomed. Informatics 125 (2022)
Kokil Jaidka, Sharath Chandra Guntuku, Jane H. Lee, Zhengyi Luo, Anneke Buffone, Lyle H. Ungar
The rural-urban stress divide: Obtaining geographical insights through Twitter. Comput. Hum. Behav. 114 (2021)
Kokil Jaidka, Johannes C. Eichstaedt, Salvatore Giorgi, H. Andrew Schwartz, Lyle H. Ungar
Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends. Telematics Informatics 59 (2021)
Sharath Chandra Guntuku, Elissa V. Klinger, Haley J. McCalpin, Lyle H. Ungar, David A. Asch, Raina M. Merchant
Social media language of healthcare super-utilizers. npj Digit. Medicine 4 (2021)
Salvatore Giorgi, Sharath Chandra Guntuku, Johannes C. Eichstaedt, Claire Pajot, H. Andrew Schwartz, Lyle H. Ungar
Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy. ICWSM (2021)
Jacob A. Martin, Andrew Crane-Droesch, Folasade C. Lapite, Joseph C. Puhl, Tyler E. Kmiec, Jasmine A. Silvestri, Lyle H. Ungar, Bruce P. Kinosian, Blanca E. Himes, Rebecca A. Hubbard, Joshua M. Diamond, Vivek N. Ahya, Michael W. Sims, Scott D. Halpern, Gary E. Weissman
Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians' encounter notes. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Tony Liu, Lyle H. Ungar, Konrad P. Kording
Quantifying causality in data science with quasi-experiments. Nat. Comput. Sci. 1 (1) (2021)
João Sedoc, Lyle H. Ungar
Item Response Theory for Efficient Human Evaluation of Chatbots. Eval4NLP (2020)
Kokil Jaidka, Salvatore Giorgi, H. Andrew Schwartz, Margaret L. Kern, Lyle H. Ungar, Johannes C. Eichstaedt
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods. Proc. Natl. Acad. Sci. USA 117 (19) (2020)
Roshan Santosh, H. Andrew Schwartz, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings. CoRR (2020)
Jacob A. Martin, Andrew Crane-Droesch, Folasade C. Lapite, Joseph C. Puhl, Jasmine A. Silvestri, Bruce P. Kinosian, Blanca E. Himes, Rebecca A. Hubbard, Vivek N. Ahya, Michael W. Sims, Joshua M. Diamond, Joseph Adler, Elizabeth Steele, Emily Ott, Lyle H. Ungar, Scott D. Halpern, Gary E. Weissman
Identifying Actionable Aspects of Frailty in the Text of Encounter Notes. AMIA (2020)
Efstathios D. Gennatas, J. H. Friedman, Lyle H. Ungar, Romain Pirracchio, Eric Eaton, L. Reichman, Yannet Interian, Charles B. Simone II, A. Auerbach, E. Delgado, Mark J. van der Laan, Timothy D. Solberg, Gilmer Valdes
Expert-Augmented Machine Learning. CoRR (2019)
Sharath Chandra Guntuku, Anneke Buffone, Kokil Jaidka, Johannes C. Eichstaedt, Lyle H. Ungar
Understanding and Measuring Psychological Stress Using Social Media. ICWSM (2019)
Gary E. Weissman, Lyle H. Ungar, Michael O. Harhay, Katherine R. Courtright, Scott D. Halpern
Construct validity of six sentiment analysis methods in the text of encounter notes of patients with critical illness. J. Biomed. Informatics 89 (2019)
Sharath Chandra Guntuku, Mingyang Li, Louis Tay, Lyle H. Ungar
Studying Cultural Differences in Emoji Usage across the East and the West. ICWSM (2019)
Sharath Chandra Guntuku, Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Lyle H. Ungar
What Twitter Profile and Posted Images Reveal about Depression and Anxiety. ICWSM (2019)
Sharath Chandra Guntuku, Mingyang Li, Louis Tay, Lyle H. Ungar
Studying Cultural Differences in Emoji Usage across the East and the West. CoRR (2019)
Sharath Chandra Guntuku, Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Lyle H. Ungar
What Twitter Profile and Posted Images Reveal About Depression and Anxiety. CoRR (2019)
Tianlin Liu, João Sedoc, Lyle H. Ungar
Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors. CoRR (2018)
Hongzhi Xu, Mitchell Marcus, Charles Yang, Lyle H. Ungar
Unsupervised Morphology Learning with Statistical Paradigms. COLING (2018)
Kokil Jaidka, Niyati Chhaya, Lyle H. Ungar
Diachronic degradation of language models: Insights from social media. ACL (2) (2018)
Sven Buechel, Anneke Buffone, Barry Slaff, Lyle H. Ungar, João Sedoc
Modeling Empathy and Distress in Reaction to News Stories. CoRR (2018)
Tianlin Liu, Lyle H. Ungar, João Sedoc
Unsupervised Post-processing of Word Vectors via Conceptor Negation. CoRR (2018)
Kokil Jaidka, Anneke Buffone, Johannes C. Eichstaedt, Masoud Rouhizadeh, Lyle H. Ungar
Modeling and Visualizing Locus of Control with Facebook Language. ICWSM (2018)
Sven Buechel, João Sedoc, H. Andrew Schwartz, Lyle H. Ungar
Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations. CoRR (2018)
Kokil Jaidka, Sharath Chandra Guntuku, Lyle H. Ungar
Facebook versus Twitter: Differences in Self-Disclosure and Trait Prediction. ICWSM (2018)
Masoud Rouhizadeh, Kokil Jaidka, Laura Smith, H. Andrew Schwartz, Anneke Buffone, Lyle H. Ungar
Identifying Locus of Control in Social Media Language. EMNLP (2018)
Charles W. Kazer, João Sedoc, Kelvin K. W. Ng, Vincent Liu, Lyle H. Ungar
Fast Network Simulation Through Approximation or: How Blind Men Can Describe Elephants. HotNets (2018)
Daniel Preotiuc-Pietro, Lyle H. Ungar
User-Level Race and Ethnicity Predictors from Twitter Text. COLING (2018)
Hassan Alhuzali, Muhammad Abdul-Mageed, Lyle H. Ungar
Enabling Deep Learning of Emotion With First-Person Seed Expressions. PEOPLES@NAACL-HTL (2018)
Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. CoRR (2018)
Sven Buechel, Anneke Buffone, Barry Slaff, Lyle H. Ungar, João Sedoc
Modeling Empathy and Distress in Reaction to News Stories. EMNLP (2018)
Sharath Chandra Guntuku, Salvatore Giorgi, Lyle H. Ungar
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task. CLPsych@NAACL-HTL (2018)
Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. EMNLP (2018)
Niyati Chhaya, Kokil Jaidka, Lyle H. Ungar
The AAAI-18 Workshop on Affective Content Analysis. AAAI Workshops (2018)
Sharath Chandra Guntuku, Anneke Buffone, Kokil Jaidka, Johannes C. Eichstaedt, Lyle H. Ungar
Understanding and Measuring Psychological Stress using Social Media. CoRR (2018)
João Sedoc, Daniel Preotiuc-Pietro, Lyle H. Ungar
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering. EACL (2) (2017)
Don A. Moore, Samuel A. Swift, Angela Minster, Barbara A. Mellers, Lyle H. Ungar, Philip Tetlock, Heather H. J. Yang, Elizabeth R. Tenney
Confidence Calibration in a Multiyear Geopolitical Forecasting Competition. Manag. Sci. 63 (11) (2017)
Daniel Preotiuc-Pietro, Jordan Carpenter, Lyle H. Ungar
Personality Driven Differences in Paraphrase Preference. NLP+CSS@ACL (2017)
Daniel Rieman, Kokil Jaidka, H. Andrew Schwartz, Lyle H. Ungar
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions. IJCNLP(1) (2017)
Daniel Preotiuc-Pietro, Ye Liu, Daniel Hopkins, Lyle H. Ungar
Beyond Binary Labels: Political Ideology Prediction of Twitter Users. ACL (1) (2017)
João Sedoc, Jean Gallier, Dean P. Foster, Lyle H. Ungar
Semantic Word Clusters Using Signed Spectral Clustering. ACL (1) (2017)
Muhammad Abdul-Mageed, Anneke Buffone, Hao Peng, Johannes C. Eichstaedt, Lyle H. Ungar
Recognizing Pathogenic Empathy in Social Media. ICWSM (2017)
Sajal Choudhary, Prerna Srivastava, Lyle H. Ungar, João Sedoc
Domain Aware Neural Dialog System. CoRR (2017)
Sharath Chandra Guntuku, Weisi Lin, Jordan Carpenter, Wee Keong Ng, Lyle H. Ungar, Daniel Preotiuc-Pietro
Studying Personality through the Content of Posted and Liked Images on Twitter. WebSci (2017)
Pavel Atanasov, Phillip Rescober, Eric Stone, Samuel A. Swift, Emile Servan-Schreiber, Philip Tetlock, Lyle H. Ungar, Barbara A. Mellers
Distilling the Wisdom of Crowds: Prediction Markets vs. Prediction Polls. Manag. Sci. 63 (3) (2017)
Grishma Jena, Mansi Vashisht, Abheek Basu, Lyle H. Ungar, João Sedoc
Enterprise to Computer: Star Trek chatbot. CoRR (2017)
Jens Witkowski, Pavel Atanasov, Lyle H. Ungar, Andreas Krause
Proper Proxy Scoring Rules. AAAI (2017)
Youngseo Son, Anneke Buffone, Joe Raso, Allegra Larche, Anthony Janocko, Kevin Zembroski, H. Andrew Schwartz, Lyle H. Ungar
Recognizing Counterfactual Thinking in Social Media Texts. ACL (2) (2017)
Muhammad Abdul-Mageed, Lyle H. Ungar
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks. ACL (1) (2017)
Vivek Kulkarni, Margaret L. Kern, David Stillwell, Michal Kosinski, Sandra Matz, Lyle H. Ungar, Steven Skiena, H. Andrew Schwartz
Latent Human Traits in the Language of Social Media: An Open-Vocabulary Approach. CoRR (2017)
João Sedoc, Derry Wijaya, Masoud Rouhizadeh, Andy Schwartz, Lyle H. Ungar
Deriving Verb Predicates By Clustering Verbs with Arguments. CoRR (2017)
Fatemeh Almodaresi, Lyle H. Ungar, Vivek Kulkarni, Mohsen Zakeri, Salvatore Giorgi, H. Andrew Schwartz
On the Distribution of Lexical Features at Multiple Levels of Analysis. ACL (2) (2017)
Daniel Preotiuc-Pietro, Sharath Chandra Guntuku, Lyle H. Ungar
Controlling Human Perception of Basic User Traits. EMNLP (2017)
José-Marcio Luna, Eric Eaton, Lyle H. Ungar, Eric Diffenderfer, Shane T. Jensen, Efstathios D. Gennatas, Mateo Wirth, Charles B. Simone II, Timothy D. Solberg, Gilmer Valdes
Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees. CoRR (2017)
H. Andrew Schwartz, Masoud Rouhizadeh, Michael Bishop, Philip Tetlock, Barbara A. Mellers, Lyle H. Ungar
Assessing Objective Recommendation Quality through Political Forecasting. EMNLP (2017)
H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle H. Ungar, Johannes C. Eichstaedt
DLATK: Differential Language Analysis ToolKit. EMNLP (System Demonstrations) (2017)
H. Andrew Schwartz, Maarten Sap, Margaret L. Kern, Johannes C. Eichstaedt, Adam Kapelner, Megha Agrawal, Eduardo Blanco, Lukasz Dziurzynski, Gregory J. Park, David Stillwell, Michal Kosinski, Martin E. P. Seligman, Lyle H. Ungar
Predicting Individual Well-Being Through the Language of Social Media. PSB (2016)
Panos M. Markopoulos, Ravi Aron, Lyle H. Ungar
Product Information Websites: Are They Good for Consumers? J. Manag. Inf. Syst. 33 (3) (2016)
Daniel Preotiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar
Studying the Dark Triad of Personality through Twitter Behavior. CIKM (2016)
Lucie Flekova, Daniel Preotiuc-Pietro, Lyle H. Ungar
Exploring Stylistic Variation with Age and Income on Twitter. ACL (2) (2016)
Masoud Rouhizadeh, Lyle H. Ungar, Anneke Buffone, H. Andrew Schwartz
Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference. EMNLP (2016)
Lucie Flekova, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar, Daniel Preotiuc-Pietro
Analyzing Biases in Human Perception of User Age and Gender from Text. ACL (1) (2016)
Laura Smith, Salvatore Giorgi, Rishi Solanki, Johannes C. Eichstaedt, H. Andrew Schwartz, Muhammad Abdul-Mageed, Anneke Buffone, Lyle H. Ungar
Does 'well-being' translate on Twitter? EMNLP (2016)
Daniel Preotiuc-Pietro, H. Andrew Schwartz, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, Lyle H. Ungar, Elisabeth Shulman
Modelling Valence and Arousal in Facebook posts. WASSA@NAACL-HLT (2016)
Dean Fulgoni, Jordan Carpenter, Lyle H. Ungar, Daniel Preotiuc-Pietro
An Empirical Exploration of Moral Foundations Theory in Partisan News Sources. LREC (2016)
Yuk Yee Leung, Pavel P. Kuksa, Alexandre Amlie-Wolf, Otto Valladares, Lyle H. Ungar, Sampath Kannan, Brian D. Gregory, Li-San Wang
DASHR: database of small human noncoding RNAs. Nucleic Acids Res. 44 (Database-Issue) (2016)
Leqi Liu, Daniel Preotiuc-Pietro, Zahra Riahi Samani, Mohsen Ebrahimi Moghaddam, Lyle H. Ungar
Analyzing Personality through Social Media Profile Picture Choice. ICWSM (2016)
Daniel Preotiuc-Pietro, Wei Xu, Lyle H. Ungar
Discovering User Attribute Stylistic Differences via Paraphrasing. AAAI (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lyle H. Ungar