← Authors

Lyle Ungar

81 papers · 2006–2026 · 13 conferences · across top CS/AI conferences

Achievements

๐ŸŒˆ Renaissance Researcher (10) ๐ŸŒ Conference Polyglot (13) ๐Ÿ Cross-Pollinator (10) ๐Ÿฃ Hot Topic Early Bird ๐ŸŒ‰ Interdisciplinary Bridge ๐Ÿ—บ๏ธ Taxonomy Completionist (13) ๐Ÿงญ Keyword Pioneer ๐Ÿƒ Academic Marathon (19) ๐ŸŒŸ Keyword Trendsetter Combo (4) ๐Ÿ  Conference Loyalist (28) ๐Ÿ† Keyword Champion (4) ๐Ÿงฌ Topic Evolution ๐Ÿค Dynamic Duo (18) โšก Prolific Year (6) โ“ The Questioner (2) ๐Ÿ’Ž Century Club (80) ๐Ÿ—ƒ๏ธ Keyword Collector (313) ๐Ÿ“ˆ Trend Setter ๐Ÿ”ฅ Unstoppable (14) ๐Ÿš€ Conference Pioneer

Conferences

EMNLP (28) ACL (17) NAACL (16) COLING (5) AAAI (3) EACL (3) IJCNLP (2) NIPS (2) AISTATS (1) CLEAR (1) CONLL (1) JMLR (1) SEMEVAL (1)

Top co-authors

Joรฃo Sedoc (18) H. Andrew Schwartz (16) Salvatore Giorgi (13) Sharath Chandra Guntuku (9) Daniel Preoลฃiuc-Pietro (7) Dean Foster (7) Michael Collins (6) Shreya Havaldar (6) Johannes Eichstaedt (6) Anneke Buffone (6)

Keywords

text classification (15) large language model (10) sentiment analysis (9) social media (7) social media analysis (7) natural language processing (5) cross-cultural analysis (4) mental health (4) emotion detection (4) chatbot evaluation (3) social science (3) social media text (3) topic modeling (3) lexical feature (3) unsupervised learning (3) fine-grained classification (3) few-shot learning (3) emotion classification (3) multi-task learning (2) randomized algorithm (2)

Papers

LaTeX2Layout: High-Fidelity, Scalable Document Layout Annotation Pipeline for Layout Detection AAAI 2026
The Illusion of Empathy: How AI Chatbots Shape Conversation Perception AAAI 2025
Towards Style Alignment in Cross-Cultural Translation ACL 2025
Cross-Cultural Differences in Mental Health Expressions on Social Media NAACL 2025
Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination NAACL 2025
Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice NAACL 2025
Culturally-Aware Conversations: A Framework & Benchmark for LLMs EMNLP 2025
The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025
ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations EMNLP 2025
Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits ACL 2025
Building Knowledge-Guided Lexica to Model Cultural Variation NAACL 2024
Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas EMNLP 2024
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024
Conceptor-Aided Debiasing of Large Language Models EMNLP 2023
An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives EMNLP 2023
StyLEx: Explaining Style Using Human Lexical Annotations EACL 2023
Comparing Styles across Languages EMNLP 2023
Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections ACL 2023
Multilingual Language Models are not Multicultural: A Case Study in Emotion ACL 2023
AWARE-TEXT: An Android Package for Mobile Phone Based Text Collection and On-Device Processing EMNLP 2023
Automatic Reflection Generation for Peer-to-Peer Counseling EMNLP 2023
Conditioning on Dialog Acts improves Empathy Style Transfer EMNLP 2023
Data-driven exclusion criteria for instrumental variable studies CLEAR 2022
A Holistic Framework for Analyzing the COVID-19 Vaccine Debate NAACL 2022
Nonsuicidal Self-Injury and Substance Use Disorders: A Shared Language of Addiction NAACL 2022
Measuring the Language of Self-Disclosure across Corpora ACL 2022
Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate EMNLP 2022
Inducing Generalizable and Interpretable Lexica EMNLP 2022
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica EMNLP 2021
WikiTalkEdit: A Dataset for modeling Editorsโ€™ behaviors on Wikipedia NAACL 2021
Characterizing Social Spambots by their Human Traits IJCNLP 2021
Characterizing Social Spambots by their Human Traits ACL 2021
Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations COLING 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments EMNLP 2020
Predicting Responses to Psychological Questionnaires from Participantsโ€™ Social Media Posts and Question Text Embeddings EMNLP 2020
Item Response Theory for Efficient Human Evaluation of Chatbots EMNLP 2020
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings EMNLP 2020
Continual Learning for Sentence Representations Using Conceptors NAACL 2019
Unsupervised Post-Processing of Word Vectors via Conceptor Negation AAAI 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT ACL 2019
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations ACL 2019
ChatEval: A Tool for Chatbot Evaluation NAACL 2019
Modeling Empathy and Distress in Reaction to News Stories EMNLP 2018
Identifying Locus of Control in Social Media Language EMNLP 2018
User-Level Race and Ethnicity Predictors from Twitter Text COLING 2018
Unsupervised Morphology Learning with Statistical Paradigms COLING 2018
Diachronic degradation of language models: Insights from social media ACL 2018
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task NAACL 2018
Enabling Deep Learning of Emotion With First-Person Seed Expressions NAACL 2018
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions EMNLP 2018
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions IJCNLP 2017
Recognizing Counterfactual Thinking in Social Media Texts ACL 2017
Beyond Binary Labels: Political Ideology Prediction of Twitter Users ACL 2017
DLATK: Differential Language Analysis ToolKit EMNLP 2017
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks ACL 2017
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering EACL 2017
On the Distribution of Lexical Features at Multiple Levels of Analysis ACL 2017
Controlling Human Perception of Basic User Traits EMNLP 2017
Assessing Objective Recommendation Quality through Political Forecasting EMNLP 2017
Semantic Word Clusters Using Signed Spectral Clustering ACL 2017
Analyzing Biases in Human Perception of User Age and Gender from Text ACL 2016
Does โ€˜well-beingโ€™ translate on Twitter? EMNLP 2016
Exploring Stylistic Variation with Age and Income on Twitter ACL 2016
Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference EMNLP 2016
Extracting Human Temporal Orientation from Facebook Language NAACL 2015
Crowdsourcing for NLP NAACL 2015
Developing Age and Gender Predictive Lexica over Social Media EMNLP 2014
Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity JMLR 2014
Spectral Learning Algorithms for Natural Language Processing NAACL 2013
Experiments with Spectral Learning of Latent-Variable PCFGs NAACL 2013
New Subsampling Algorithms for Fast Least Squares Regression NIPS 2013
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NIPS 2013
New Insights from Coarse Word Sense Disambiguation in the Crowd COLING 2012
Spectral Dependency Parsing with Latent Variables CONLL 2012
Spectral Dependency Parsing with Latent Variables EMNLP 2012
Penn: Using Word Similarities to better Estimate Sentence Similarity SEMEVAL 2012
Spectral Learning of Latent-Variable PCFGs ACL 2012
Improving Supervised Sense Disambiguation with Web-Scale Selectors COLING 2012
A New Approach to Lexical Disambiguation of Arabic Text EMNLP 2010
Feature Selection using Multiple Streams AISTATS 2010
An Empirical Study of the Behavior of Active Learning for Word Sense Disambiguation NAACL 2006