Richard F. E. Sutcliffe

A Sentiment and Syntactic-Aware Graph Convolutional Network for Aspect-Level Sentiment Classification

Aspect-level sentiment classification (ASC) is a significant problem in fine-grained sentiment analysis, which automatically predicts the sentiment polarity of a given aspect in a sentence. Dependency tree-based graph convolutional networks have been widely studied for their ability to effectively c…