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Aron Culotta

Illinois Institute of Technology

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


Apr 04, 2022
Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro

* ICWSM 2022 

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Enhancing Model Robustness and Fairness with Causality: A Regularization Approach


Oct 03, 2021
Zhao Wang, Kai Shu, Aron Culotta


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Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals


Dec 18, 2020
Zhao Wang, Aron Culotta


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


Oct 06, 2020
Zhao Wang, Jennifer Cutler, Aron Culotta

* In IEEE International Conference on Data Mining (ICDM) Workshop on Data science for Human Performance in Social Networks, 2017 

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Identifying Spurious Correlations for Robust Text Classification


Oct 06, 2020
Zhao Wang, Aron Culotta

* Findings of EMNLP-2020 
* Findings of EMNLP-2020 

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


Nov 15, 2018
Zhao Wang, Aron Culotta

* AAAI_2019 

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


Apr 18, 2018
Ping Liu, Joshua Guberman, Libby Hemphill, Aron Culotta

* ICWSM'18 

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Controlling for Unobserved Confounds in Classification Using Correlational Constraints


Jan 11, 2018
Virgile Landeiro, Aron Culotta

* 9 pages 

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


Sep 13, 2017
Ehsan Mohammady Ardehaly, Aron Culotta


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Inferring the Origin Locations of Tweets with Quantitative Confidence


Nov 16, 2013
Reid Priedhorsky, Aron Culotta, Sara Y. Del Valle

* 14 pages, 6 figures. Version 2: Move mathematics to appendix, 2 new references, various other presentation improvements. Version 3: Various presentation improvements, accepted at ACM CSCW 2014 

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Detecting influenza outbreaks by analyzing Twitter messages


Jul 27, 2010
Aron Culotta


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