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A BERT Based Dual-Channel Explainable Text Emotion Recognition System

Dataset and Material

The following public datasets have been used for the experiments in this research work:

Dataset Source
ISEAR Dataset https://www.unige.ch/cisa/research/materials-and-online-research/research-material/
Aman Dataset http://saimacs.github.io/
AffectiveText Dataset http://web.eecs.umich.edu/~mihalcea/affectivetext/
EmotionLines Dataset http://doraemon.iis.sinica.edu.tw/emotionlines/index.html

Code Files

The code files are currently private as the corresponding research paper in Elsevier Neural Networks Journal is under review. They will be made publically available soon after the paper is published/accepted for publication.