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

• المؤلفون الرئيسيون: Chen, Siyuan, Mao, Kezhi
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Graph Attention Network; Mutual Indication
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170063
• المؤسسة: 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...