Knowledge-oriented convolutional neural network for causal relation extraction from natural language texts

• Main Authors: Li, Pengfei, Mao, Kezhi
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2020
• 主題: Engineering::Computer science and engineering; Natural Language Processing; Convolutional Neural Network
• 在線閱讀: https://hdl.handle.net/10356/136855

Causal relation extraction is a challenging yet very important task for Natural Language Processing (NLP). There are many existing approaches developed to tackle this task, either rule-based (non-statistical) or machine-learning-based (statistical) method. For rule-based method, extensive manual wor...