Lexicon Integrated CNN Models with Attention for Sentiment Analysis

WS 2017 Bonggun ShinTimothy LeeJinho D. Choi

With the advent of word embeddings, lexicons are no longer fully utilized for sentiment analysis although they still provide important features in the traditional setting. This paper introduces a novel approach to sentiment analysis that integrates lexicon embeddings and an attention mechanism into Convolutional Neural Networks... (read more)

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