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Regular version of the site

Book chapter

Sentiment Analysis Using Deep Learning

Karpov N., Ляшук А. Ю., Vizgunov A. N.

The study was aimed to analyze advantages of the Deep Learning methods over other baseline machine learning methods using sentiment analysis task in Twitter. All the techniques were evaluated using a set of English tweets with classification on a five-point ordinal scale provided by SemEval-2017 organizers. For the implementation, we used two open source Python libraries. The results and conclusions of the study are discussed.