Our system for TRAC-2 shared task on aggression identification.
If you find this useful, please cite our paper below:
@inproceedings{Niloofar-etal-TRAC2020-AggressionDetection-BERT-MultiTask,
title = {Aggression and Misogyny Detection using {BERT}: A Multi-Task Approach},
author = {Safi Samghabadi, Niloofar and Patwa, Parth and PYKL, Srinivas and Mukherjee, Prerana and Das, Amitava and Solorio, Thamar}
booktitle = {Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying ({TRAC}-2020)},
month = {May},
year = {2020},
address = {Marseille, France},
publisher = {European Language Resources Association (ELRA)},
pages = {126--131},
url = {https://www.aclweb.org/anthology/2020.trac-1.20/}}
Paper: Aggression and Misogyny Detection using BERT: A Multi-Task Approach
The pre-trained models for all three languages (English, Hindi and Bengali) can be found in this drive.
The datasets are available here.
