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04/04/2022
Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls
The Internet Research Agency (IRA) influences online political conversat...
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10/03/2021
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach
Recent work has raised concerns on the risk of spurious correlations and...
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12/18/2020
Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals
Spurious correlations threaten the validity of statistical classifiers. ...
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10/06/2020
Are Words Commensurate with Actions? Quantifying Commitment to a Cause from Online Public Messaging
Public entities such as companies and politicians increasingly use onlin...
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10/06/2020
Identifying Spurious Correlations for Robust Text Classification
The predictions of text classifiers are often driven by spurious correla...
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05/21/2019
Personality and Behavior in Role-based Online Games
Both offline and online human behaviors are affected by personality. Of ...
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11/12/2018
When do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation
Studies across many disciplines have shown that lexical choice can affec...
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11/12/2018
When doWords Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation
Studies across many disciplines have shown that lexical choice can affec...
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04/18/2018
Forecasting the presence and intensity of hostility on Instagram using linguistic and social features
Online antisocial behavior, such as cyberbullying, harassment, and troll...
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11/16/2017
Deceptiveness of internet data for disease surveillance
Quantifying how many people are or will be sick, and where, is a critica...
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09/13/2017
Co-training for Demographic Classification Using Deep Learning from Label Proportions
Deep learning algorithms have recently produced state-of-the-art accurac...
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03/05/2017