Knowledge-oriented Hierarchical Neural Network for sentiment classification

• Main Authors: Wang, Yanliu, Li, Pengfei
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; K-CNN; biGRU
• Online Access: https://hdl.handle.net/10356/142598
• Institution: Nanyang Technological University

Sentiment classification aims to classify the sentimental polarities of given texts. Lexicon-based approaches utilize lexical resources to explore the opinions according to some specific rules, whose effectiveness strongly depends on the goodness of the lexical resources and the rules. Traditional m...