Trained models for Multilingual Joint Fine-tuning of Transformer models for identifying Trolling, Aggression and Cyberbullying at TRAC 2020

  • Shubhanshu Mishra (Creator)
  • Shivangi Prasad (Creator)
  • Shubhanshu Mishra (Creator)

Dataset

Description

Models and predictions for submission to TRAC - 2020 Second Workshop on Trolling, Aggression and Cyberbullying

Our approach is described in our paper titled:

Mishra, Sudhanshu, Shivangi Prasad, and Shubhanshu Mishra. 2020. “Multilingual Joint Fine-Tuning of Transformer Models for Identifying Trolling, Aggression and Cyberbullying at TRAC 2020.” In Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying (TRAC-2020).

The source code for training this model and more details can be found on our code repository: https://github.com/socialmediaie/TRAC2020

NOTE: These models are retrained for uploading here after our submission so the evaluation measures may be slightly different from the ones reported in the paper.
Date made availableMay 17 2020
PublisherUniversity of Illinois at Urbana-Champaign

Keywords

  • deep learning
  • Cyberbullying
  • Aggression
  • open source
  • text classification
  • Trolling
  • Social Media
  • natural language processing

Cite this

Mishra, S. (Creator), Prasad, S. (Creator), Mishra, S. (Creator) (May 17 2020). Trained models for Multilingual Joint Fine-tuning of Transformer models for identifying Trolling, Aggression and Cyberbullying at TRAC 2020. University of Illinois at Urbana-Champaign. 10.13012/B2IDB-8882752_V1