Trained models for Multilingual Joint Fine-tuning of Transformer models for identifying Trolling, Aggression and Cyberbullying at TRAC 2020
Citation:
Mishra, Sudhanshu; Prasad, Shivangi; Mishra, Shubhanshu (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. https://doi.org/10.13012/B2IDB-8882752_V1
Persistent link for this dataset:
Related Article 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).
Related Code https://github.com/socialmediaie/TRAC2020
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.

Subject Social Sciences
Keywords Social Media; Trolling; Aggression; Cyberbullying; text classification; natural language processing; deep learning; open source;
License CC BY
Corresponding Creator Shubhanshu Mishra
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1 10.13012/B2IDB-8882752_V1 2020-05-17
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update: {"version_comment"=>[nil, ""], "subject"=>[nil, "Social Sciences"]} 2020-05-22T15:43:42Z