A graph attention network utilizing multi-granular information for emotion-cause pair extraction

• Main Authors: Chen, Siyuan, Mao, Kezhi
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Graph Attention Network; Mutual Indication
• Online Access: https://hdl.handle.net/10356/170063
• Institution: Nanyang Technological University

Emotion-cause pair extraction (ECPE) aims to extract emotion and cause clauses underlying a text and pair them. Most of the recent approaches to this problem adopt deep neural networks to model the inter-clause dependency, without making full use of information at word level and document level. In t...