Knowledge-Guided Sentiment Analysis via Learning From Natural Language Explanations

• Published in: IEEE access Vol. 9; p. 1
• Main Authors: Ke, Zunwang, Sheng, Jiabao, Li, Zhe, Silamu, Wushour, Guo, Qinglang
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.01.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Ablation; classifier; Data mining; domain knowledge; knowledge-aware; Labelling; Labels; Natural language; natural language explanations; semantic parser; Sentiment analysis

Sentiment analysis is crucial for studying public opinion since it can provide us with valuable information. Existing sentiment analysis methods rely on finding the sentiment element from the content of user-generated. However, the question of why a message produces certain emotions has not been wel...