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Aspect Level Sentiment Classification with Deep Memory Network

Aspect Level Sentiment Classification with Deep Memory Network

We introduce a deep memory network for aspect level sentiment classification.Unlike feature-based SVM and sequential neural models such as LSTM, this approach explicitly captures the importance of each context word when inferring the sentiment polarity of an aspect.Such importance degree and text representation are calculated with multiple computational layers, each …