Lyle H. Ungar
Orcid: 0000-0003-2047-1443Affiliations:
- University of Pennsylvania, Computer and Information Science Department
According to our database1,
Lyle H. Ungar
authored at least 224 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
CoRR, 2024
Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination.
CoRR, 2024
2023
Mining for equitable health: Assessing the impact of missing data in electronic health records.
J. Biomed. Informatics, March, 2023
Author Correction: Opioid death projections with AI-based forecasts using social media language.
npj Digit. Medicine, 2023
npj Digit. Medicine, 2023
Building a Multimodal Classifier of Email Behavior: Towards a Social Network Understanding of Organizational Communication.
Inf., 2023
Personalized Assignment to One of Many Treatment Arms via Regularized and Clustered Joint Assignment Forests.
CoRR, 2023
Historical patterns of rice farming explain modern-day language use in China and Japan more than modernization and urbanization.
CoRR, 2023
Proceedings of the 15th ACM Web Science Conference 2023, 2023
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023
Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
An "Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives".
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information.
J. Biomed. Informatics, 2022
CoRR, 2022
Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis.
CoRR, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Correcting Sociodemographic Selection Biases for Population Prediction from Social Media.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends.
Telematics Informatics, 2021
Nat. Comput. Sci., 2021
Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians' encounter notes.
J. Am. Medical Informatics Assoc., 2021
Comput. Hum. Behav., 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods.
Proc. Natl. Acad. Sci. USA, 2020
Proc. ACM Hum. Comput. Interact., 2020
CoRR, 2020
Proceedings of the EC '20: The 21st ACM Conference on Economics and Computation, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020
Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, 2020
Predicting Responses to Psychological Questionnaires from Participants' Social Media Posts and Question Text Embeddings.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the AMIA 2020, 2020
A report of the CL-Aff OffMyChest Shared Task: Modeling Supportiveness and Disclosure.
Proceedings of the 3rd Workshop on Affective Content Analysis (AffCon 2020) co-located with Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020
Proceedings of the 3rd Workshop on Affective Content Analysis (AffCon 2020) co-located with Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020
2019
Construct validity of six sentiment analysis methods in the text of encounter notes of patients with critical illness.
J. Biomed. Informatics, 2019
Machine Learning for Phone-Based Relationship Estimation: The Need to Consider Population Heterogeneity.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Correcting Sociodemographic Selection Biases for Accurate Population Prediction from Social Media.
CoRR, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the 2nd Workshop on Affective Content Analysis (AffCon 2019) co-located with Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), 2019
Proceedings of the 2nd Workshop on Affective Content Analysis (AffCon 2019) co-located with Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), 2019
2018
Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors.
CoRR, 2018
Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations.
CoRR, 2018
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
Fast Network Simulation Through Approximation or: How Blind Men Can Describe Elephants.
Proceedings of the 17th ACM Workshop on Hot Topics in Networks, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Second Workshop on Computational Modeling of People's Opinions, 2018
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task.
Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Manag. Sci., 2017
Manag. Sci., 2017
Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees.
CoRR, 2017
CoRR, 2017
Proceedings of the 2017 ACM on Web Science Conference, 2017
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the Second Workshop on NLP and Computational Social Science, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
J. Manag. Inf. Syst., 2016
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Tenth International Conference on Web and Social Media, 2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task.
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2015
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
2014
NeuroImage, 2014
J. Informetrics, 2014
J. Mach. Learn. Res., 2014
Decis. Anal., 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the Language, Culture, Computation. Computing - Theory and Technology, 2014
Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2014
2013
J. Mach. Learn. Res., 2013
Choosing the Right Words: Characterizing and Reducing Error of the Word Count Approach.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013
Proceedings of the Statistical Language and Speech Processing, 2013
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013
How do Infomediaries affect firms' information strategies, and how do they impact buyer and social welfare?
Proceedings of the International Conference on Information Systems, 2013
Proceedings of the Analyzing Microtext, 2013
2012
Int. J. Data Min. Bioinform., 2012
Bioinform., 2012
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012
Partial sparse canonical correlation analysis (PSCCA) for population studies in medical imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Using CCA to improve CCA: A new spectral method for estimating vector models of words.
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the COLING 2012, 2012
Proceedings of the COLING 2012, 2012
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
The Good Judgment Project: A Large Scale Test of Different Methods of Combining Expert Predictions.
Proceedings of the Machine Aggregation of Human Judgment, 2012
2011
J. Mach. Learn. Res., 2011
Identifying potential adverse effects using the web: A new approach to medical hypothesis generation.
J. Biomed. Informatics, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
ACM Trans. Knowl. Discov. Data, 2010
Scientometrics, 2010
Innovating knowledge communities - An analysis of group collaboration and competition in science and technology.
Scientometrics, 2010
Dementia induces correlated reductions in white matter integrity and cortical thickness: A multivariate neuroimaging study with sparse canonical correlation analysis.
NeuroImage, 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Information markets for product attributes: A game theoretic, dual pricing mechanism.
Decis. Support Syst., 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
2009
Bioinform., 2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the ACL 2009, 2009
2008
Knowl. Inf. Syst., 2008
Eur. J. Oper. Res., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
2005
Manag. Sci., 2005
Electron. Commer. Res., 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the International Conference on Information Systems, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
2004
Using prior knowledge to improve genetic network reconstruction from microarray data.
Silico Biol., 2004
The CRASSS plug-in for integrating annotation data with hierarchical clustering results.
Bioinform., 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
2003
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003
Proceedings of the Machine Learning, 2003
Proceedings of the International Conference on Information Systems, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
2002
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
2001
Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), 2001
Rates of Convergence of Performance Gradient Estimates Using Function Approximation and Bias in Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001), 2001
Exploiting Multiple Secondary Reinforcers in Policy Gradient Reinforcement Learning.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
Proceedings of the Fifth International Conference on Autonomous Agents, 2001
2000
Efficient clustering of high-dimensional data sets with application to reference matching.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Localizing Policy Gradient Estimates to Action Transition.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), 2000
Preventing Strategic Manipulation in Iterative Auctions: Proxy Agents and Price-Adjustment.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1998
Proceedings of the Agent Mediated Electronic Commerce, 1998
1997
Characterizing the generalization performance of model selection strategies.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997
1996
1995
IEEE Trans. Syst. Man Cybern., 1995
Active Exploration and Learning in real-Valued Spaces using Multi-Armed Bandit Allocation Indices.
Proceedings of the Machine Learning, 1995
1994
IEEE Trans. Neural Networks, 1994
1992
IEEE Trans. Neural Networks, 1992
1988
Finite element methods for unsteady solidification problems arising in prediction of morphological structure.
J. Sci. Comput., 1988