Aron Culotta

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 48

Top Topics

Automatically Generate

Text Classification

News Recommendation

Top Venues

Soc. Netw. Anal. Min.

Publications

Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta
Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. ICWSM (2024)
Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic
How Does Empowering Users with Greater System Control Affect News Filter Bubbles? ICWSM (2024)
Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta
Forecasting Political News Engagement on Social Media. ICWSM (2024)
Xintian Li, Aron Culotta
Domain Adaptation for Learning from Label Proportions Using Domain-Adversarial Neural Network. SN Comput. Sci. 4 (5) (2023)
Xintian Li, Aron Culotta
Forecasting COVID-19 Vaccination Rates using Social Media Data. WWW (Companion Volume) (2023)
Linsen Li, Aron Culotta, Douglas N. Harris, Nicholas Mattei
Online Reviews Are Leading Indicators of Changes in K-12 School Attributes. WWW (2023)
Xuan Song, Haoran Zhang, Rajendra Akerkar, Huawei Huang, Song Guo, Lei Zhong, Yusheng Ji, Andreas L. Opdahl, Hemant Purohit, André Skupin, Akshay Pottathil, Aron Culotta
Big Data and Emergency Management: Concepts, Methodologies, and Applications. IEEE Trans. Big Data 8 (2) (2022)
Xintian Li, Samiul Hasan, Aron Culotta
Identifying Hurricane Evacuation Intent on Twitter. ICWSM (2022)
Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro
Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. CoRR (2022)
Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro
Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. ICWSM (2022)
Karthik Shivaram, Ping Liu, Matthew A. Shapiro, Mustafa Bilgic, Aron Culotta
Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. RecSys (2022)
Zhao Wang, Kai Shu, Aron Culotta
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach. CoRR (2021)
Zhao Wang, Aron Culotta
Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals. AAAI (2021)
Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic
The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms. WWW (2021)
Zhao Wang, Jennifer Cutler, Aron Culotta
Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging. CoRR (2020)
Bahar Radfar, Karthik Shivaram, Aron Culotta
Characterizing Variation in Toxic Language by Social Context. ICWSM (2020)
Zhao Wang, Aron Culotta
Identifying Spurious Correlations for Robust Text Classification. CoRR (2020)
Zhao Wang, Aron Culotta
Identifying spurious correlations for robust text classification. EMNLP (Findings) (2020)
Zhao Wang, Aron Culotta
Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals. CoRR (2020)
Virgile Landeiro, Aron Culotta
Collecting representative social media samples from a search engine by adaptive query generation. ASONAM (2019)
Zhao Wang, Anna Sapienza, Aron Culotta, Emilio Ferrara
Personality and Behavior in Role-based Online Games. CoRR (2019)
Zhao Wang, Anna Sapienza, Aron Culotta, Emilio Ferrara
Personality and Behavior in Role-based Online Games. CoG (2019)
Virgile Landeiro, Tuan Tran, Aron Culotta
Discovering and Controlling for Latent Confounds in Text Classification Using Adversarial Domain Adaptation. SDM (2019)
Zhao Wang, Aron Culotta
When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation. AAAI (2019)
Tung Nguyen, Li Zhang, Aron Culotta
Estimating tie strength in follower networks to measure brand perceptions. ASONAM (2019)
Zhao Wang, Aron Culotta
When do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation. CoRR (2018)
Ping Liu, Joshua Guberman, Libby Hemphill, Aron Culotta
Forecasting the Presence and Intensity of Hostility on Instagram Using Linguistic and Social Features. ICWSM (2018)
Ehsan Mohammady Ardehaly, Aron Culotta
Learning from noisy label proportions for classifying online social data. Soc. Netw. Anal. Min. 8 (1) (2018)
Virgile Landeiro, Aron Culotta
Robust Text Classification under Confounding Shift. J. Artif. Intell. Res. 63 (2018)
Ping Liu, Joshua Guberman, Libby Hemphill, Aron Culotta
Forecasting the presence and intensity of hostility on Instagram using linguistic and social features. CoRR (2018)
Nigel Collier, Nut Limsopatham, Aron Culotta, Mike Conway, Ingemar J. Cox, Vasileios Lampos
WSDM 2017 Workshop on Mining Online Health Reports: MOHRS 2017. WSDM (2017)
Ehsan Mohammady Ardehaly, Aron Culotta
Co-training for Demographic Classification Using Deep Learning from Label Proportions. CoRR (2017)
Shreesh Kumara Bhat, Aron Culotta
Identifying leading indicators of product recalls from online reviews using positive unlabeled learning and domain adaptation. CoRR (2017)
Shreesh Kumara Bhat, Aron Culotta
Identifying Leading Indicators of Product Recalls from Online Reviews Using Positive Unlabeled Learning and Domain Adaptation. ICWSM (2017)
Ehsan Mohammady Ardehaly, Aron Culotta
Mining the Demographics of Political Sentiment from Twitter Using Learning from Label Proportions. CoRR (2017)
Zhao Wang, Jennifer Cutler, Aron Culotta
Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging. ICDM Workshops (2017)
Virgile Landeiro, Aron Culotta
Controlling for Unobserved Confounds in Classification Using Correlational Constraints. CoRR (2017)
Reid Priedhorsky, Dave Osthus, Ashlynn R. Daughton, Kelly R. Moran, Aron Culotta
Deceptiveness of internet data for disease surveillance. CoRR (2017)
Ehsan Mohammady Ardehaly, Aron Culotta
Co-Training for Demographic Classification Using Deep Learning from Label Proportions. ICDM Workshops (2017)
Virgile Landeiro, Aron Culotta
Controlling for Unobserved Confounds in Classification Using Correlational Constraints. ICWSM (2017)
Ehsan Mohammady Ardehaly, Aron Culotta
Mining the Demographics of Political Sentiment from Twitter Using Learning from Label Proportions. ICDM (2017)
Virgile Landeiro, Aron Culotta
Robust Text Classification in the Presence of Confounding Bias. AAAI (2016)
Aron Culotta
Towards Identifying Leading Indicators of Smoking Cessation Attempts from Social Media. ICHI (2016)
Ehsan Mohammady Ardehaly, Aron Culotta
Domain Adaptation for Learning from Label Proportions Using Self-Training. IJCAI (2016)
Aron Culotta
Training a text classifier with a single word using Twitter Lists and domain adaptation. Soc. Netw. Anal. Min. 6 (1) (2016)
Ehsan Mohammady Ardehaly, Aron Culotta, Vivek Sundararaman, Alwar Narayanan
Cold-Start Recommendations for Audio News Stories Using Matrix Factorization. IJCAI (2016)
Aron Culotta, Jennifer Cutler
Mining Brand Perceptions from Twitter Social Networks. Mark. Sci. 35 (3) (2016)
Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler
Predicting Twitter User Demographics using Distant Supervision from Website Traffic Data. J. Artif. Intell. Res. 55 (2016)
Virgile Landeiro Dos Reis, Aron Culotta
Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter. AAAI (2015)
Joshua Seeger, Aron Culotta, Jason Keller, Patrick van Kessel, Michael Jugovich
Data deidentification in medical transcriptions using regular expressions and machine learning. IEEE BigData (2015)
Ehsan Mohammady Ardehaly, Aron Culotta
Inferring latent attributes of Twitter users with label regularization. HLT-NAACL (2015)
Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler
Predicting the Demographics of Twitter Users from Website Traffic Data. AAAI (2015)
Reid Priedhorsky, Aron Culotta, Sara Y. Del Valle
Inferring the origin locations of tweets with quantitative confidence. CSCW (2014)
Zahra Ashktorab, Christopher Brown, Manojit Nandi, Aron Culotta
Tweedr: Mining twitter to inform disaster response. ISCRAM (2014)
Aron Culotta
Estimating county health statistics with twitter. CHI (2014)
Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
Anytime Active Learning. AAAI (2014)
Reid Priedhorsky, Aron Culotta, Sara Y. Del Valle
Inferring the Origin Locations of Tweets with Quantitative Confidence CoRR (2013)
Aron Culotta
Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages. Lang. Resour. Evaluation 47 (1) (2013)
Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
Towards anytime active learning: interrupting experts to reduce annotation costs. IDEA@KDD (2013)
Michael L. Wick, Khashayar Rohanimanesh, Kedar Bellare, Aron Culotta, Andrew McCallum
SampleRank: Training Factor Graphs with Atomic Gradients. ICML (2011)
Aron Culotta, Andy Liu, Mark Cordover, Bennett Borden, Sam Strickland
IT-Discovery at TREC 2010 Legal. TREC (2010)
Aron Culotta
Detecting influenza outbreaks by analyzing Twitter messages CoRR (2010)
Aron Culotta
Towards detecting influenza epidemics by analyzing Twitter messages. SOMA@KDD (2010)
Michael L. Wick, Aron Culotta, Khashayar Rohanimanesh, Andrew McCallum
An Entity Based Model for Coreference Resolution. SDM (2009)
Aron Culotta, Michael L. Wick, Robert J. Hall, Matthew Marzilli, Andrew McCallum
Canonicalization of database records using adaptive similarity measures. KDD (2007)
Aron Culotta, Michael L. Wick, Andrew McCallum
First-Order Probabilistic Models for Coreference Resolution. HLT-NAACL (2007)
Aron Culotta, Andrew McCallum, Jonathan Betz
Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text. HLT-NAACL (2006)
Aron Culotta, Trausti T. Kristjansson, Andrew McCallum, Paul A. Viola
Corrective feedback and persistent learning for information extraction. Artif. Intell. 170 (14-15) (2006)
Michael L. Wick, Aron Culotta, Andrew McCallum
Learning Field Compatibilities to Extract Database Records from Unstructured Text. EMNLP (2006)
Aron Culotta, Andrew McCallum
Reducing Labeling Effort for Structured Prediction Tasks. AAAI (2005)
Aron Culotta, Andrew McCallum
Joint deduplication of multiple record types in relational data. CIKM (2005)
Aron Culotta, Jeffrey S. Sorensen
Dependency Tree Kernels for Relation Extraction. ACL (2004)
Trausti T. Kristjansson, Aron Culotta, Paul A. Viola, Andrew McCallum
Interactive Information Extraction with Constrained Conditional Random Fields. AAAI (2004)
Aron Culotta, Andrew McCallum
Confidence Estimation for Information Extraction. HLT-NAACL (Short Papers) (2004)
Aron Culotta, Ron Bekkerman, Andrew McCallum
Extracting social networks and contact information from email and the Web. CEAS (2004)