RETUYT in TASS 2017: Sentiment Analysis for Spanish Tweets using SVM and CNN

October 17, 2017 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Aiala Rosรก, Luis Chiruzzo, Mathias Etcheverry, Santiago Castro arXiv ID 1710.06393 Category cs.CL: Computation & Language Citations 7 Venue arXiv.org Last Checked 5 months ago
Abstract
This article presents classifiers based on SVM and Convolutional Neural Networks (CNN) for the TASS 2017 challenge on tweets sentiment analysis. The classifier with the best performance in general uses a combination of SVM and CNN. The use of word embeddings was particularly useful for improving the classifiers performance.
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