Part-of-Speech Tagging for Twitter with Adversarial Neural Networks

Abstract

In this work, we study the problem of partof-speech tagging for Tweets. In contrast to newswire articles, Tweets are usually informal and contain numerous out-ofvocabulary words. Moreover, there is a lack of large scale labeled datasets for this domain. To tackle these challenges, we propose a novel neural network to make use of out-of-domain labeled data… (More)

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Citation Velocity: 8

Averaging 8 citations per year over the last 3 years.

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