Transformer based ensemble for emotion detection

Published in WASSA, ACL, 2022

Aditya Kane, Shantanu Patankar, Neeraja Kirtane, Sahil Khose

Developed ensemble based solution consisting of multiple ELECTRA and BERT models. Proposed methods for synthetically generating datasets to mitigate class imbalance. Studied the behaviour of our models on various raw and synthetically generated datasets.