A. Culotta

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Reducing confounding bias in observational studies that use text classification

Virgile Landeiro, A. Culotta, 2016 .

Confidence Estimation for Information Extraction

Andrew McCallum, Aron Culotta, A. McCallum, 2004, NAACL.

SampleRank : Learning Preferences from Atomic Gradients

Michael L. Wick, A. McCallum, Khashayar Rohanimanesh, 2009 .

A Demographic Analysis of Online Sentiment during Hurricane Irene

A. Culotta, John G. Boulahanis, Benjamin Mandel, 2012 .

Too Neurotic, Not Too Friendly: Structured Personality Classification on Textual Data

A. Culotta, Francisco Iacobelli, 2013, ICWSM 2013.

Using County Demographics to Infer Attributes of Twitter Users

A. Culotta, Ehsan Mohammady, 2014 .

Practical Markov Logic Containing First-Order Quantifiers with Application to Identity Uncertainty

A. McCallum, A. Culotta, 2006 .

Learning Clusterwise Similarity with First-Order Features

A. McCallum, A. Culotta, 2003 .

Framing in Social Media: How the US Congress Uses Twitter Hashtags to Frame Political Issues

A. Culotta, Libby Hemphill, Matthew Heston, 2013 .

#Polar Scores: Measuring partisanship using social media content

A. Culotta, Libby Hemphill, Matthew Heston, 2016 .

Approximate inference in continuous time Gaussian-Jump processes

J. Shawe-Taylor, Cki Williams, A. Culotta, 2010 .

Network Analysis Social Extraction Keyword names CRF Contact and Information Extraction Email Extraction Person

R. Bekkerman, A. McCallum, A. Culotta, 2018 .

Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada

John Shawe-Taylor, Richard S. Zemel, Cki Williams, 2009, NIPS.

Smoking Ambulatory Care Education Unhealthy Days Inactivity Uninsured Graduation Rate Mental Health Drinking Primary Care Unemployment Low Birthweight Driving Deaths Dentists

A. Culotta, 2014 .

Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation

A. Culotta, M. Bilgic, Ping Liu, 2022, RecSys.

Finding Truth in Cause-Related Advertising: A Lexical Analysis of Brands’ Health, Environment, and Social Justice Communications on Twitter

A. Culotta, Junzhe Zheng, Jennifer Cutler, 2015 .

Using online social networks to measure consumers ’ brand perception

A. Culotta, Jennifer Cutler, 2017 .

SampleRank : Learning Preferences from Atomic Gradients

Michael L. Wick, A. McCallum, Khashayar Rohanimanesh, 2009 .

Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages

A. Culotta, 2012, Language Resources and Evaluation.

Corrective feedback and persistent learning for information extraction

Paul A. Viola, Andrew McCallum, Trausti T. Kristjansson, 2006, Artif. Intell..

Reducing Labeling Effort for Structured Prediction Tasks

Andrew McCallum, Aron Culotta, A. McCallum, 2005, AAAI.

Extracting social networks and contact information from email and the Web

Andrew McCallum, Aron Culotta, Ron Bekkerman, 2004, CEAS.

Gene Prediction with Conditional Random Fields

Andrew McCallum, Aron Culotta, David Kulp, 2005 .

Interactive Information Extraction with Constrained Conditional Random Fields

Paul A. Viola, Andrew McCallum, Trausti T. Kristjansson, 2004, AAAI.

Robust Text Classification under Confounding Shift

Virgile Landeiro, Aron Culotta, Virgile Landeiro, 2018, J. Artif. Intell. Res..

Robust Text Classification in the Presence of Confounding Bias

Virgile Landeiro, Aron Culotta, Virgile Landeiro, 2016, AAAI.

Predicting the Demographics of Twitter Users from Website Traffic Data

Aron Culotta, Jennifer Cutler, Nirmal Ravi Kumar, 2015, AAAI.

Inferring the origin locations of tweets with quantitative confidence

Aron Culotta, Reid Priedhorsky, Sara Y. Del Valle, 2013, CSCW.

A Conditional Model of Deduplication for Multi-Type Relational Data

Andrew McCallum, Aron Culotta, A. McCallum, 2005 .

Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages

Aron Culotta, A. Culotta, 2012, Language Resources and Evaluation.

Dependency Tree Kernels for Relation Extraction

Aron Culotta, Jeffrey S. Sorensen, A. Culotta, 2004, ACL.

Mining the Demographics of Political Sentiment from Twitter Using Learning from Label Proportions

Aron Culotta, Ehsan Mohammady Ardehaly, A. Culotta, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

Big Data and Emergency Management: Concepts, Methodologies, and Applications

Yusheng Ji, Rajendra Akerkar, Andreas L. Opdahl, 2020, IEEE Transactions on Big Data.

Deceptiveness of internet data for disease surveillance pdf

Aron Culotta, Ashlynn R. Daughton, Reid Priedhorsky, 2017, ArXiv.

A demographic and sentiment analysis of e-cigarette messages on Twitter

Aron Culotta, A. Culotta, Elaine Resende, 2015 .

Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text

Andrew McCallum, Aron Culotta, Jonathan Betz, 2006, NAACL.

Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls

Matthew A. Shapiro, A. Culotta, M. Bilgic, 2022, ICWSM.

Towards detecting influenza epidemics by analyzing Twitter messages

Aron Culotta, A. Culotta, 2010, SOMA '10.

Identifying spurious correlations for robust text classification pdf

Zhao Wang, Aron Culotta, A. Culotta, 2020, FINDINGS.

Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals pdf

Zhao Wang, Aron Culotta, A. Culotta, 2020, AAAI.

Using weak supervision to scale the development of machine-learning models for social media-based marketing research

Aron Culotta, Jennifer Cutler, A. Culotta, 2019 .

Mining Brand Perceptions from Twitter Social Networks

Aron Culotta, Jennifer Cutler, A. Culotta, 2016, Mark. Sci..

Learning and inference in weighted logic with application to natural language processing

Andrew McCallum, Aron Culotta, A. McCallum, 2008 .

First-Order Probabilistic Models for Coreference Resolution

Andrew McCallum, Aron Culotta, Michael L. Wick, 2007, NAACL.

From the journals …

Martin C. Cooper, Paul A. Viola, Mark Junjie Li, 2007, The Knowledge Engineering Review.

Personality and Behavior in Role-based Online Games

Emilio Ferrara, Aron Culotta, Anna Sapienza, 2019, 2019 IEEE Conference on Games (CoG).

Towards Identifying Leading Indicators of Smoking Cessation Attempts from Social Media

Aron Culotta, A. Culotta, 2016, 2016 IEEE International Conference on Healthcare Informatics (ICHI).

Discovering and Controlling for Latent Confounds in Text Classification Using Adversarial Domain Adaptation

Tuan Tran, Virgile Landeiro, Aron Culotta, 2019, SDM.

The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms

Matthew A. Shapiro, Aron Culotta, Mustafa Bilgic, 2021, WWW.

Forecasting the presence and intensity of hostility on Instagram using linguistic and social features

Ping Liu, Aron Culotta, Libby Hemphill, 2018, ICWSM.

Identifying Hurricane Evacuation Intent on Twitter

A. Culotta, Samiul Hasan, Xintian Li, 2022, ICWSM.

Predicting traffic demand during hurricane evacuation using Real-time data from transportation systems and social media

Aron Culotta, Kamol Chandra Roy, Naveen Eluru, 2021 .

Predicting Twitter User Demographics using Distant Supervision from Website Traffic Data

Aron Culotta, Jennifer Cutler, Nirmal Ravi Kumar, 2016, J. Artif. Intell. Res..

Cold-Start Recommendations for Audio News Stories Using Matrix Factorization

Aron Culotta, Ehsan Mohammady Ardehaly, Vivek Sundararaman, 2016, IJCAI.

Co-Training for Demographic Classification Using Deep Learning from Label Proportions

Aron Culotta, Ehsan Mohammady Ardehaly, A. Culotta, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

Enhancing Model Robustness and Fairness with Causality: A Regularization Approach pdf

Aron Culotta, Kai Shu, Zhao Wang, 2021, CINLP.

Learning from noisy label proportions for classifying online social data

Ehsan Mohammady Ardehaly, A. Culotta, 2018, Social Network Analysis and Mining.

Inferring latent attributes of Twitter users with label regularization

Aron Culotta, Ehsan Mohammady Ardehaly, A. Culotta, 2015, NAACL.

Estimating county health statistics with twitter

Aron Culotta, A. Culotta, 2014, CHI.

SampleRank: Training Factor Graphs with Atomic Gradients

Andrew McCallum, Aron Culotta, Michael L. Wick, 2011, ICML.

Training a text classifier with a single word using Twitter Lists and domain adaptation

A. Culotta, 2016, Social Network Analysis and Mining.

Tweedr: Mining twitter to inform disaster response

Aron Culotta, Zahra Ashktorab, Christopher Brown, 2014, ISCRAM.

Towards anytime active learning: interrupting experts to reduce annotation costs

Aron Culotta, Maria Eugenia Ramirez-Loaiza, Mustafa Bilgic, 2013, IDEA@KDD.

Reducin gLabelin gEffor tfo rStructure dPrediction Tasks

Andrew McCallum, Aron Culotta, A. McCallum, 2005 .

Domain Adaptation for Learning from Label Proportions Using Self-Training

Aron Culotta, Ehsan Mohammady Ardehaly, A. Culotta, 2016, IJCAI.

Forecasting COVID-19 Vaccination Rates using Social Media Data

A. Culotta, Xintian Li, 2023, WWW.

Domain Adaptation for Learning from Label Proportions Using Domain-Adversarial Neural Network

A. Culotta, Xintian Li, 2023, SN Computer Science.

Estimating Tie Strength in Follower Networks to Measure Brand Perceptions

Aron Culotta, Li Zhang, Tung Nguyen, 2019, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Detecting influenza outbreaks by analyzing Twitter messages pdf

Aron Culotta, A. Culotta, 2010, ArXiv.

Joint deduplication of multiple record types in relational data

Andrew McCallum, Aron Culotta, A. McCallum, 2005, CIKM '05.

An Entity Based Model for Coreference Resolution

Andrew McCallum, Aron Culotta, Michael L. Wick, 2009, SDM.

Author Disambiguation using Error-driven Machine Learning with a Ranking Loss Function

Andrew McCallum, Michael Wick, Aron Culotta, 2007 .

Using matched samples to estimate the effects of exercise on mental health from twitter

Aron Culotta, Virgile Landeiro Dos Reis, A. Culotta, 2015, AAAI 2015.

Controlling for Unobserved Confounds in Classification Using Correlational Constraints pdf

Virgile Landeiro, Aron Culotta, Virgile Landeiro, 2017, ICWSM.

Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging

Zhao Wang, Aron Culotta, Jennifer Cutler, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).