Aspect-level Sentiment Analysis

Attention-based LSTM for Aspect-level Sentiment Classification
To reveal that the sentiment polarity of a sentence is not only determined by the content but is also highly related to the concerned aspect, we propose an Attention-based Long Short-Term Memory Network for aspect-level sentiment classification.
Yequan Wang, Minlie Huang, Li Zhao, Xiaoyan Zhu
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Attention-based LSTM for Aspect-level Sentiment Classification