Aron Culotta

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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.

Domain Adaptation for Learning from Label Proportions Using Self-Training

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

Data deidentification in medical transcriptions using regular expressions and machine learning

Aron Culotta, Joshua Seeger, Jason Keller, 2015, 2015 IEEE International Conference on Big Data (Big Data).

Identifying Leading Indicators of Product Recalls from Online Reviews Using Positive Unlabeled Learning and Domain Adaptation

Aron Culotta, Shreesh Kumara Bhat, 2017, ICWSM.

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

Aron Culotta, 2016, Social Network Analysis and Mining.

Towards detecting influenza epidemics by analyzing Twitter messages

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

to Extract Database Records from Unstructured Text

Andrew McCallum, Michael Wick, Aron Culotta, 2006 .

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).

Sparse Message Passing Algorithms for Weighted Maximum Satisfiability

Bart Selman, Andrew McCallum, Aron Culotta, 2007 .

Identifying spurious correlations for robust text classification pdf

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

Joint deduplication of multiple record types in relational data

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

Personality and Behavior in Role-based Online Games

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

When do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation pdf

Aron Culotta, Zhao Wang, 2019, AAAI.

Anytime Active Learning

Aron Culotta, Maria Eugenia Ramirez-Loaiza, Mustafa Bilgic, 2014, AAAI.

Estimating county health statistics with twitter

Aron Culotta, A. Culotta, 2014, CHI.

Learning Field Compatibilities to Extract Database Records from Unstructured Text

Andrew McCallum, Aron Culotta, Michael L. Wick, 2006, EMNLP.

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

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

Mining Brand Perceptions from Twitter Social Networks

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

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).

Collecting Representative Social Media Samples from a Search Engine by Adaptive Query Generation

Virgile Landeiro, Aron Culotta, 2019, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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).

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

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

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

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

Inferring the origin locations of tweets with quantitative confidence

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

Towards anytime active learning: interrupting experts to reduce annotation costs

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

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

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

IT-Discovery at TREC 2010 Legal

Aron Culotta, Andy Liu, Mark Cordover, 2010, TREC.

Tractable Learning and Inference with High-Order Representations

Andrew McCallum, Aron Culotta, 2006 .

Learning from noisy label proportions for classifying online social data

Aron Culotta, Ehsan Mohammady Ardehaly, 2017, Social Network Analysis and Mining.

Reducin gLabelin gEffor tfo rStructure dPrediction Tasks

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

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

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

Detecting influenza outbreaks by analyzing Twitter messages pdf

Aron Culotta, A. Culotta, 2010, ArXiv.

Corrective feedback and persistent learning for information extraction

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

WSDM 2017 Workshop on Mining Online Health Reports: MOHRS 2017

Ingemar J. Cox, Mike Conway, Nigel Collier, 2017, WSDM.

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

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

Dependency Tree Kernels for Relation Extraction

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

Predicting the Demographics of Twitter Users from Website Traffic Data

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

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.

Predicting Twitter User Demographics using Distant Supervision from Website Traffic Data

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

Interactive Information Extraction with Constrained Conditional Random Fields

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

Extracting social networks and contact information from email and the Web

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

Reducing Labeling Effort for Structured Prediction Tasks

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

Canonicalization of database records using adaptive similarity measures

Matthew Marzilli, Andrew McCallum, Aron Culotta, 2007, KDD '07.

Data used to develop #Polar scores

Aron Culotta, Libby Hemphill, Matthew Heston, 2016 .

Tweedr: Mining twitter to inform disaster response

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

Cold-Start Recommendations for Audio News Stories Using Matrix Factorization

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

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).

Inferring latent attributes of Twitter users with label regularization

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

Confidence Estimation for Information Extraction

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

An Entity Based Model for Coreference Resolution

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

SampleRank: Training Factor Graphs with Atomic Gradients

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

Deceptiveness of internet data for disease surveillance pdf

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

Towards Identifying Leading Indicators of Smoking Cessation Attempts from Social Media

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

Gene Prediction with Conditional Random Fields

Andrew McCallum, Aron Culotta, David Kulp, 2005 .

First-Order Probabilistic Models for Coreference Resolution

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

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

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

Controlling for Unobserved Confounds in Classification Using Correlational Constraints pdf

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

Characterizing Variation in Toxic Language by Social Context

Aron Culotta, Bahar Radfar, Karthik Shivaram, 2020, ICWSM.

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

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

A Conditional Model of Deduplication for Multi-Type Relational Data

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

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

Andrew McCallum, Michael Wick, Aron Culotta, 2007 .

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

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

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

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

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

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

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

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

Framing in Social Media: How the U.S. Congress uses Twitter hashtags to frame political issues Introduction

Aron Culotta, Libby Hemphill, Matthew Heston, 2013 .