Michael J. Paul

Orcid: 0000-0002-9149-7539

Affiliations:
  • University of Colorado Boulder, USA
  • Johns Hopkins University, Center for Language and Speech Processing


According to our database1, Michael J. Paul authored at least 61 papers between 2009 and 2021.

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Bibliography

2021
A bootstrapping approach to social media quantification.
Soc. Netw. Anal. Min., 2021

User Factor Adaptation for User Embedding via Multitask Learning.
CoRR, 2021

2020
Constructing Accurate Confidence Intervals When Aggregating Social Media Data for Public Health Monitoring.
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020

An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models.
Comput. Linguistics, 2020

Improving Usability of Social and Behavioral Sciences' Evidence: A Call to Action for a National Infrastructure Project for Mining Our Knowledge.
Commun. Assoc. Inf. Syst., 2020

Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Neural User Factor Adaptation for Text Classification: Learning to Generalize Across Author Demographics.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019.
Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019

Analyzing Bayesian Crosslingual Transfer in Topic Models.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Are Online Reviews of Physicians Biased Against Female Providers?
Proceedings of the Machine Learning for Healthcare Conference, 2019

Evaluating Topic Quality with Posterior Variability.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Understanding Crosslingual Transfer Mechanisms in Probabilistic Topic Modeling.
CoRR, 2018

Learning Multilingual Topics from Incomparable Corpus.
CoRR, 2018

Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018.
Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task, 2018

Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Learning Multilingual Topics from Incomparable Corpora.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Examining Temporality in Document Classification.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Diagnosing and Improving Topic Models by Analyzing Posterior Variability.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Social Monitoring for Public Health
Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02311-8, 2017

Information science at CU Boulder.
Interactions, 2017

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence.
AI Mag., 2017

Exploring Timelines of Confirmed Suicide Incidents Through Social Media.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Feature Selection as Causal Inference: Experiments with Text Classification.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

CHI-nnabis: Implications of Marijuana Legalization for and from Human-Computer Interaction.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Characteristics of Zika Behavior Discourse on Twitter.
Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

Incorporating Metadata into Content-Based User Embeddings.
Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

Examining Patterns of Influenza Vaccination in Social Media.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Search and Breast Cancer: On Episodic Shifts of Attention over Life Histories of an Illness.
ACM Trans. Web, 2016

Session Introduction.
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

Identifying and Categorizing Disaster-Related Tweets.
Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media, 2016

Studying Anonymous Health Issues and Substance Use on College Campuses with Yik Yak.
Proceedings of the World Wide Web and Population Health Intelligence, 2016

Collective Supervision of Topic Models for Predicting Surveys with Social Media.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
SPRITE: Generalizing Topic Models with Structured Priors.
Trans. Assoc. Comput. Linguistics, 2015

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
PLoS Comput. Biol., 2015

Enhancing disease surveillance with novel data streams: challenges and opportunities.
EPJ Data Sci., 2015

Diagnoses, Decisions, and Outcomes: Web Search as Decision Support for Cancer.
Proceedings of the 24th International Conference on World Wide Web, 2015

What Predicts Media Coverage of Health Science Articles?
Proceedings of the World Wide Web and Public Health Intelligence, 2015

Worldwide Influenza Surveillance through Twitter.
Proceedings of the World Wide Web and Public Health Intelligence, 2015

2014
A large-scale quantitative analysis of latent factors and sentiment in online doctor reviews.
J. Am. Medical Informatics Assoc., 2014

Social Media Analytics for Smart Health.
IEEE Intell. Syst., 2014

2013
Drug Extraction from the Web: Summarizing Drug Experiences with Multi-Dimensional Topic Models.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Separating Fact from Fear: Tracking Flu Infections on Twitter.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

2012
Factorial LDA: Sparse Multi-Dimensional Text Models.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Implicitly Intersecting Weighted Automata using Dual Decomposition.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Mixed Membership Markov Models for Unsupervised Conversation Modeling.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Twitter as a Source for Learning about Patient Safety Events.
Proceedings of the AMIA 2012, 2012

Experimenting with Drugs (and Topic Models): Multi-Dimensional Exploration of Recreational Drug Discussions.
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012

Malpractice and Malcontent: Analyzing Medical Complaints in Twitter.
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012

Investigating Twitter as a Source for Studying Behavioral Responses to Epidemics.
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012

2011
Modeling reciprocity in social interactions with probabilistic latent space models.
Nat. Lang. Eng., 2011

Hierarchical Bayesian Models for Latent Attribute Detection in Social Media.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

You Are What You Tweet: Analyzing Twitter for Public Health.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

2010
Comparative Scientific Research Analysis with A Language-Independent Cross-Collection Model.
Proces. del Leng. Natural, 2010

Summarizing Contrastive Viewpoints in Opinionated Text.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

A Two-Dimensional Topic-Aspect Model for Discovering Multi-Faceted Topics.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Topic Modeling of Research Fields: An Interdisciplinary Perspective.
Proceedings of the Recent Advances in Natural Language Processing, 2009

Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Mining the Web for Reciprocal Relationships.
Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009


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