Deep neural networks for identifying causal relations in texts

• Main Author: Chen, Siyuan
• Other Authors: Mao Kezhi
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/171180
• Institution: Nanyang Technological University

Causal relation identification is an important task that facilitates many downstream tasks such as why-question answering, event prediction, information retrieval, sentiment analysis, etc. The goal of causal relation identification is to determine whether there's causal relation between 2 event...