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09/02/2021
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
A fundamental goal of scientific research is to learn about causal relat...
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08/15/2021
The Proximal ID Algorithm
Unobserved confounding is a fundamental obstacle to establishing valid c...
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04/16/2021
Faithful and Plausible Explanations of Medical Code Predictions
Machine learning models that offer excellent predictive performance ofte...
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02/10/2021
Generating Synthetic Text Data to Evaluate Causal Inference Methods
Drawing causal conclusions from observational data requires making assum...
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10/13/2020
Demographic Representation and Collective Storytelling in the Me Too Twitter Hashtag Activism Movement
The #MeToo movement on Twitter has drawn attention to the pervasive natu...
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05/01/2020
Using Noisy Self-Reports to Predict Twitter User Demographics
Computational social science studies often contextualize content analysi...
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10/01/2018
