Neural Attentive Network for Cross-Domain Aspect-Level Sentiment Classification

This work takes the lead to study the aspect-level sentiment classification in the domain adaptation scenario. Given a document of any domains, the model needs to figure out the sentiments with respect to fine-grained aspects in the documents. Two main challenges exist in this problem. One is to build a robust document modeling across domains; the other is to mine the domain-speci...