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DeSMOG: Detecting Stance in Media On Global Warming
Citing opinions is a powerful yet understudied strategy in argumentation...
10/28/2020 ∙ by Yiwei Luo, et al. ∙
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Causal Effects of Linguistic Properties
We consider the problem of estimating the causal effects of linguistic p...
10/24/2020 ∙ by Reid Pryzant, et al. ∙
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With Little Power Comes Great Responsibility
Despite its importance to experimental design, statistical power (the pr...
10/13/2020 ∙ by Dallas Card, et al. ∙
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On Consequentialism and Fairness
Recent work on fairness in machine learning has primarily emphasized how...
01/02/2020 ∙ by Dallas Card, et al. ∙
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Show Your Work: Improved Reporting of Experimental Results
Research in natural language processing proceeds, in part, by demonstrat...
09/06/2019 ∙ by Jesse Dodge, et al. ∙
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Variational Pretraining for Semi-supervised Text Classification
We introduce VAMPIRE, a lightweight pretraining framework for effective ...
06/05/2019 ∙ by Suchin Gururangan, et al. ∙
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Deep Weighted Averaging Classifiers
Recent advances in deep learning have achieved impressive gains in class...
11/06/2018 ∙ by Dallas Card, et al. ∙
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A Neural Framework for Generalized Topic Models
Topic models for text corpora comprise a popular family of methods that ...
05/25/2017 ∙ by Dallas Card, et al. ∙
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Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts
Understanding how ideas relate to each other is a fundamental question i...
04/25/2017 ∙ by Chenhao Tan, et al. ∙
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