| 2026 | AAAI | The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies. | Disa Sariola, Patrick Button, Aron Culotta, Nicholas Mattei |
| 2025 | NAACL | Using Text-Based Causal Inference to Disentangle Factors Influencing Online Review Ratings. | Linsen Li, Aron Culotta, Nicholas Mattei |
| 2024 | ICWSM | How Does Empowering Users with Greater System Control Affect News Filter Bubbles? | Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic |
| 2024 | ICWSM | Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. | Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta |
| 2024 | ICWSM | Forecasting Political News Engagement on Social Media. | Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta |
| 2023 | WWW | Forecasting COVID-19 Vaccination Rates using Social Media Data. | Xintian Li, Aron Culotta |
| 2023 | WWW | Online Reviews Are Leading Indicators of Changes in K-12 School Attributes. | Linsen Li, Aron Culotta, Douglas N. Harris, Nicholas Mattei |
| 2022 | ICWSM | Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. | Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro |
| 2022 | ICWSM | Identifying Hurricane Evacuation Intent on Twitter. | Xintian Li, Samiul Hasan, Aron Culotta |
| 2022 | RecSys | Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. | Karthik Shivaram, Ping Liu, Matthew A. Shapiro, Mustafa Bilgic, Aron Culotta |
| 2021 | AAAI | Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals. | Zhao Wang, Aron Culotta |
| 2021 | WWW | The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms. | Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic |
| 2020 | EMNLP | Identifying spurious correlations for robust text classification. | Zhao Wang, Aron Culotta |
| 2020 | ICWSM | Characterizing Variation in Toxic Language by Social Context. | Bahar Radfar, Karthik Shivaram, Aron Culotta |
| 2019 | AAAI | When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation. | Zhao Wang, Aron Culotta |
| 2019 | SDM | Discovering and Controlling for Latent Confounds in Text Classification Using Adversarial Domain Adaptation. | Virgile Landeiro, Tuan Tran, Aron Culotta |
| 2018 | ICWSM | Forecasting the Presence and Intensity of Hostility on Instagram Using Linguistic and Social Features. | Ping Liu, Joshua Guberman, Libby Hemphill, Aron Culotta |
| 2017 | ICDM | Mining the Demographics of Political Sentiment from Twitter Using Learning from Label Proportions. | Ehsan Mohammady Ardehaly, Aron Culotta |
| 2017 | ICDM | Co-Training for Demographic Classification Using Deep Learning from Label Proportions. | Ehsan Mohammady Ardehaly, Aron Culotta |
| 2017 | ICDM | Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging. | Zhao Wang, Jennifer Cutler, Aron Culotta |
| 2017 | ICWSM | Identifying Leading Indicators of Product Recalls from Online Reviews Using Positive Unlabeled Learning and Domain Adaptation. | Shreesh Kumara Bhat, Aron Culotta |
| 2017 | ICWSM | Controlling for Unobserved Confounds in Classification Using Correlational Constraints. | Virgile Landeiro, Aron Culotta |
| 2017 | WSDM | WSDM 2017 Workshop on Mining Online Health Reports: MOHRS 2017. | Nigel Collier, Nut Limsopatham, Aron Culotta, Mike Conway, Ingemar J. Cox, Vasileios Lampos |
| 2016 | AAAI | Robust Text Classification in the Presence of Confounding Bias. | Virgile Landeiro, Aron Culotta |
| 2016 | IJCAI | Domain Adaptation for Learning from Label Proportions Using Self-Training. | Ehsan Mohammady Ardehaly, Aron Culotta |
| 2016 | IJCAI | Cold-Start Recommendations for Audio News Stories Using Matrix Factorization. | Ehsan Mohammady Ardehaly, Aron Culotta, Vivek Sundararaman, Alwar Narayanan |
| 2015 | AAAI | Predicting the Demographics of Twitter Users from Website Traffic Data. | Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler |
| 2015 | AAAI | Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter. | Virgile Landeiro Dos Reis, Aron Culotta |
| 2015 | NAACL | Inferring latent attributes of Twitter users with label regularization. | Ehsan Mohammady Ardehaly, Aron Culotta |
| 2014 | AAAI | Anytime Active Learning. | Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic |
| 2014 | CHI | Estimating county health statistics with twitter. | Aron Culotta |
| 2014 | CSCW | Inferring the origin locations of tweets with quantitative confidence. | Reid Priedhorsky, Aron Culotta, Sara Y. Del Valle |
| 2013 | KDD | Towards anytime active learning: interrupting experts to reduce annotation costs. | Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic |
| 2011 | ICML | SampleRank: Training Factor Graphs with Atomic Gradients. | Michael L. Wick, Khashayar Rohanimanesh, Kedar Bellare, Aron Culotta, Andrew McCallum |
| 2010 | KDD | Towards detecting influenza epidemics by analyzing Twitter messages. | Aron Culotta |
| 2009 | SDM | An Entity Based Model for Coreference Resolution. | Michael L. Wick, Aron Culotta, Khashayar Rohanimanesh, Andrew McCallum |
| 2007 | KDD | Canonicalization of database records using adaptive similarity measures. | Aron Culotta, Michael L. Wick, Robert J. Hall, Matthew Marzilli, Andrew McCallum |
| 2007 | NAACL | First-Order Probabilistic Models for Coreference Resolution. | Aron Culotta, Michael L. Wick, Andrew McCallum |
| 2006 | EMNLP | Learning Field Compatibilities to Extract Database Records from Unstructured Text. | Michael L. Wick, Aron Culotta, Andrew McCallum |
| 2006 | NAACL | Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text. | Aron Culotta, Andrew McCallum, Jonathan Betz |
| 2005 | AAAI | Reducing Labeling Effort for Structured Prediction Tasks. | Aron Culotta, Andrew McCallum |
| 2005 | CIKM | Joint deduplication of multiple record types in relational data. | Aron Culotta, Andrew McCallum |
| 2004 | AAAI | Interactive Information Extraction with Constrained Conditional Random Fields. | Trausti T. Kristjansson, Aron Culotta, Paul A. Viola, Andrew McCallum |
| 2004 | ACL | Dependency Tree Kernels for Relation Extraction. | Aron Culotta, Jeffrey S. Sorensen |
| 2004 | NAACL | Confidence Estimation for Information Extraction. | Aron Culotta, Andrew McCallum |