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Improving sentiment analysis with multi-task learning of negation

Improving sentiment analysis with multi-task learning of negation

Sentiment analysis is directly affected by compositional phenomena in language that act on the prior polarity of the words and phrases found in the text. Negation is the most prevalent of these phenomena and in order to correctly predict sentiment, a classifier must be able to identify negation and disentangle …