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DeSMOG: Detecting Stance in Media On Global Warming
Citing opinions is a powerful yet understudied strategy in argumentation...
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Causal Effects of Linguistic Properties
We consider the problem of estimating the causal effects of linguistic p...
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With Little Power Comes Great Responsibility
Despite its importance to experimental design, statistical power (the pr...
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On Consequentialism and Fairness
Recent work on fairness in machine learning has primarily emphasized how...
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Show Your Work: Improved Reporting of Experimental Results
Research in natural language processing proceeds, in part, by demonstrat...
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Variational Pretraining for Semi-supervised Text Classification
We introduce VAMPIRE, a lightweight pretraining framework for effective ...
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Deep Weighted Averaging Classifiers
Recent advances in deep learning have achieved impressive gains in class...
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A Neural Framework for Generalized Topic Models
Topic models for text corpora comprise a popular family of methods that ...
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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...
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