Interactive Attention-Based Convolutional GRU for Aspect Level Sentiment Analysis

Lisha Chen, Tianrui Li, Huaishao Luo, Chengfeng Yin

Abstract: Aspect level sentiment analysis aims at identifying sentiment polarity towards specific aspect terms in a given sentence. Most methods based on deep learning integrate Recurrent Neural Network (RNN) and its variants with the attention mechanism to model the influence of different context words on sentiment polarity. In recent research, Convolutional...