Interactive Information Extraction with Constrained Conditional Random Fields. - Trausti T. Kristjansson; Aron Culotta; Paul A. Viola; Andrew McCallum (AAAI, 2004)

Dependency Tree Kernels for Relation Extraction. - Aron Culotta; Jeffrey S. Sorensen (ACL, 2004)

Extracting social networks and contact information from email and the Web. - Aron Culotta; Ron Bekkerman; Andrew McCallum (CEAS, 2004)

Confidence Estimation for Information Extraction. - Aron Culotta; Andrew McCallum (HLT-NAACL (Short Papers), 2004)

Reducing Labeling Effort for Structured Prediction Tasks. - Aron Culotta; Andrew McCallum (AAAI, 2005)

Joint deduplication of multiple record types in relational data. - Aron Culotta; Andrew McCallum (CIKM, 2005)

Learning Field Compatibilities to Extract Database Records from Unstructured Text. - Michael L. Wick; Aron Culotta; Andrew McCallum (EMNLP, 2006)

Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text. - Aron Culotta; Andrew McCallum; Jonathan Betz (HLT-NAACL, 2006)

Corrective feedback and persistent learning for information extraction. - Aron Culotta; Trausti T. Kristjansson; Andrew McCallum; Paul A. Viola (Artif. Intell., 2006)

Canonicalization of database records using adaptive similarity measures. - Aron Culotta; Michael L. Wick; Robert J. Hall 002; Matthew Marzilli; Andrew McCallum (KDD, 2007)

First-Order Probabilistic Models for Coreference Resolution. - Aron Culotta; Michael L. Wick; Andrew McCallum (HLT-NAACL, 2007)

An Entity Based Model for Coreference Resolution. - Michael L. Wick; Aron Culotta; Khashayar Rohanimanesh; Andrew McCallum (SDM, 2009)

Towards detecting influenza epidemics by analyzing Twitter messages. - Aron Culotta (SOMA@KDD, 2010)

IT-Discovery at TREC 2010 Legal. - Aron Culotta; Andy Liu; Mark Cordover; Bennett Borden; Sam Strickland (TREC, 2010)

Detecting influenza outbreaks by analyzing Twitter messages - Aron Culotta (CoRR, 2010)

SampleRank: Training Factor Graphs with Atomic Gradients. - Michael L. Wick; Khashayar Rohanimanesh; Kedar Bellare; Aron Culotta; Andrew McCallum (ICML, 2011)

Towards anytime active learning: interrupting experts to reduce annotation costs. - Maria Eugenia Ramirez-Loaiza; Aron Culotta; Mustafa Bilgic 001 (IDEA@KDD, 2013)

Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages. - Aron Culotta (Lang. Resour. Evaluation, 2013)

Anytime Active Learning. - Maria Eugenia Ramirez-Loaiza; Aron Culotta; Mustafa Bilgic 001 (AAAI, 2014)

Estimating county health statistics with twitter. - Aron Culotta (CHI, 2014)

Inferring the origin locations of tweets with quantitative confidence. - Reid Priedhorsky; Aron Culotta; Sara Y. Del Valle (CSCW, 2014)

Tweedr: Mining twitter to inform disaster response. - Zahra Ashktorab; Christopher Brown; Manojit Nandi; Aron Culotta (ISCRAM, 2014)

Predicting the Demographics of Twitter Users from Website Traffic Data. - Aron Culotta; Nirmal Ravi Kumar; Jennifer Cutler (AAAI, 2015)

Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter. - Virgile Landeiro Dos Reis; Aron Culotta (AAAI, 2015)

Data deidentification in medical transcriptions using regular expressions and machine learning. - Joshua Seeger; Aron Culotta; Jason Keller; Patrick van Kessel; Michael Jugovich (IEEE BigData, 2015)

Inferring latent attributes of Twitter users with label regularization. - Ehsan Mohammady Ardehaly; Aron Culotta (HLT-NAACL, 2015)

Robust Text Classification in the Presence of Confounding Bias. - Virgile Landeiro; Aron Culotta (AAAI, 2016)

Towards Identifying Leading Indicators of Smoking Cessation Attempts from Social Media. - Aron Culotta (ICHI, 2016)

Domain Adaptation for Learning from Label Proportions Using Self-Training. - Ehsan Mohammady Ardehaly; Aron Culotta (IJCAI, 2016)

Cold-Start Recommendations for Audio News Stories Using Matrix Factorization. - Ehsan Mohammady Ardehaly; Aron Culotta; Vivek Sundararaman; Alwar Narayanan (IJCAI, 2016)

Predicting Twitter User Demographics using Distant Supervision from Website Traffic Data. - Aron Culotta; Nirmal Ravi Kumar; Jennifer Cutler (J. Artif. Intell. Res., 2016)

Mining Brand Perceptions from Twitter Social Networks. - Aron Culotta; Jennifer Cutler (Mark. Sci., 2016)

Training a text classifier with a single word using Twitter Lists and domain adaptation. - Aron Culotta (Soc. Netw. Anal. Min., 2016)

Mining the Demographics of Political Sentiment from Twitter Using Learning from Label Proportions. - Ehsan Mohammady Ardehaly; Aron Culotta (ICDM, 2017)

Co-Training for Demographic Classification Using Deep Learning from Label Proportions. - Ehsan Mohammady Ardehaly; Aron Culotta (ICDM Workshops, 2017)

Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging. - Zhao Wang; Jennifer Cutler; Aron Culotta (ICDM Workshops, 2017)

Identifying Leading Indicators of Product Recalls from Online Reviews Using Positive Unlabeled Learning and Domain Adaptation. - Shreesh Kumara Bhat; Aron Culotta (ICWSM, 2017)

Controlling for Unobserved Confounds in Classification Using Correlational Constraints. - Virgile Landeiro; Aron Culotta (ICWSM, 2017)

WSDM 2017 Workshop on Mining Online Health Reports: MOHRS 2017. - Nigel Collier; Nut Limsopatham; Aron Culotta; Mike Conway; Ingemar J. Cox; Vasileios Lampos (WSDM, 2017)

Deceptiveness of internet data for disease surveillance. - Reid Priedhorsky; Dave Osthus; Ashlynn R. Daughton; Kelly R. Moran; Aron Culotta (CoRR, 2017)

Forecasting the Presence and Intensity of Hostility on Instagram Using Linguistic and Social Features. - Ping Liu 002; Joshua Guberman; Libby Hemphill; Aron Culotta (ICWSM, 2018)

Robust Text Classification under Confounding Shift. - Virgile Landeiro; Aron Culotta (J. Artif. Intell. Res., 2018)

Learning from noisy label proportions for classifying online social data. - Ehsan Mohammady Ardehaly; Aron Culotta (Soc. Netw. Anal. Min., 2018)

When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation. - Zhao Wang; Aron Culotta (AAAI, 2019)

Collecting representative social media samples from a search engine by adaptive query generation. - Virgile Landeiro; Aron Culotta (ASONAM, 2019)

Estimating tie strength in follower networks to measure brand perceptions. - Tung Nguyen; Li Zhang; Aron Culotta (ASONAM, 2019)

Personality and Behavior in Role-based Online Games. - Zhao Wang; Anna Sapienza; Aron Culotta; Emilio Ferrara (CoG, 2019)

Discovering and Controlling for Latent Confounds in Text Classification Using Adversarial Domain Adaptation. - Virgile Landeiro; Tuan Tran; Aron Culotta (SDM, 2019)

Identifying spurious correlations for robust text classification. - Zhao Wang; Aron Culotta (EMNLP (Findings), 2020)

Characterizing Variation in Toxic Language by Social Context. - Bahar Radfar; Karthik Shivaram; Aron Culotta (ICWSM, 2020)

Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals. - Zhao Wang; Aron Culotta (AAAI, 2021)

The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms. - Ping Liu 002; Karthik Shivaram; Aron Culotta; Matthew A. Shapiro; Mustafa Bilgic 001 (WWW, 2021)

Enhancing Model Robustness and Fairness with Causality: A Regularization Approach. - Zhao Wang; Kai Shu; Aron Culotta (CoRR, 2021)

Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. - Siva K. Balasubramanian; Mustafa Bilgic 001; Aron Culotta; Libby Hemphill; Anita Nikolich; Matthew A. Shapiro (ICWSM, 2022)

Identifying Hurricane Evacuation Intent on Twitter. - Xintian Li; Samiul Hasan; Aron Culotta (ICWSM, 2022)

Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. - Karthik Shivaram; Ping Liu 002; Matthew A. Shapiro; Mustafa Bilgic 001; Aron Culotta (RecSys, 2022)

Big Data and Emergency Management: Concepts, Methodologies, and Applications. - Xuan Song 001; Haoran Zhang 002; Rajendra Akerkar; Huawei Huang; Song Guo 001; Lei Zhong; Yusheng Ji; Andreas L. Opdahl; Hemant Purohit; André Skupin; Akshay Pottathil; Aron Culotta (IEEE Trans. Big Data, 2022)

Forecasting COVID-19 Vaccination Rates using Social Media Data. - Xintian Li; Aron Culotta (WWW (Companion Volume), 2023)

Online Reviews Are Leading Indicators of Changes in K-12 School Attributes. - Linsen Li; Aron Culotta; Douglas N. Harris; Nicholas Mattei (WWW, 2023)

Domain Adaptation for Learning from Label Proportions Using Domain-Adversarial Neural Network. - Xintian Li; Aron Culotta (SN Comput. Sci., 2023)

How Does Empowering Users with Greater System Control Affect News Filter Bubbles? - Ping Liu 002; Karthik Shivaram; Aron Culotta; Matthew A. Shapiro; Mustafa Bilgic 001 (ICWSM, 2024)

Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. - Karthik Shivaram; Mustafa Bilgic 001; Matthew A. Shapiro; Aron Culotta (ICWSM, 2024)

Forecasting Political News Engagement on Social Media. - Karthik Shivaram; Mustafa Bilgic 001; Matthew A. Shapiro; Aron Culotta (ICWSM, 2024)

Using Text-Based Causal Inference to Disentangle Factors Influencing Online Review Ratings. - Linsen Li; Aron Culotta; Nicholas Mattei (NAACL (Long Papers), 2025)

A Computational Analysis and Visualization of In-Text Reference Networks Across Philosophical Texts. - Robert Becker; Aron Culotta (CoRR, 2025)

The Illusion of Fairness: Auditing Fairness Interventions with Audit Studies. - Disa Sariola; Patrick Button; Aron Culotta; Nicholas Mattei (CoRR, 2025)