Active Learning with Rationales for Text Classification

Abstract

We present a simple and yet effective approach that can incorporate rationales elicited from annotators into the training of any offthe-shelf classifier. We show that our simple approach is effective for multinomial naı̈ve Bayes, logistic regression, and support vector machines. We additionally present an active learning method tailored specifically for the… (More)

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05101520162017
Citations per Year

Citation Velocity: 9

Averaging 9 citations per year over the last 2 years.

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