Emotion-cause pair extraction based on machine reading comprehension model

In this paper, we propose a BERT-based framework for Emotion-Cause Pair Extraction (ECPE) task. Given a passage, the ECPE task aims to jointly extract (1) emotion-related clauses and (2) cause clauses (the clause caused the emotion). Our framework is featured by the following two novel designs. Firs...

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Veröffentlicht in:	Multimedia tools and applications 2022-11, Vol.81 (28), p.40653-40673
Hauptverfasser:	Chang, Ting Wei, Fan, Yao-Chung, Chen, Arbee L.P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Communication Networks Computer Science Data Structures and Information Theory Emotions Multimedia Information Systems Questions Reading comprehension Special Purpose and Application-Based Systems
Online-Zugang:	Volltext
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