Offensive language identification with multi-task learning

Author:

Zampieri Marcos,Ranasinghe Tharindu,Sarkar Diptanu,Ororbia Alex

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Networks and Communications,Hardware and Architecture,Information Systems,Software

Reference58 articles.

1. Abdi, S., Bagherzadeh, J., Gholami, G., & Tajbakhsh, M. S. (2021). Using an auxiliary dataset to improve emotion estimation in users’ opinions. Journal of Intelligent Information Systems, 56(3), 581–603. https://doi.org/10.1007/s10844-021-00643-y

2. Abu Farha, I., & Magdy, W. (2020). Multitask learning for Arabic offensive language and hate-speech detection. In Proceedings of the 4th Workshop on Open-Source Arabic Corpora and Processing Tools, with a Shared Task on Offensive Language Detection (pp. 86–90). Marseille, France: European Language Resource Association. https://aclanthology.org/2020.osact-1.14

3. Antoun, W., Baly, F., & Hajj, H. (2020). AraBERT: Transformer-based model for Arabic language understanding. In Proceedings of the 4th Workshop on Open-Source Arabic Corpora and Processing Tools, with a Shared Task on Offensive Language Detection (pp. 9–15). Marseille, France: European Language Resource Association. https://aclanthology.org/2020.osact-1.2

4. Basile, V., Bosco, C., Fersini, E., Nozza, D., Patti, V., Rangel Pardo, F. M., Rosso, P., & Sanguinetti, M. (2019). SemEval-2019 task 5: Multilingual detection of hate speech against immigrants and women in Twitter. In Proceedings of the 13th International Workshop on Semantic Evaluation (pp. 54–63). Minneapolis, Minnesota, USA: Association for Computational Linguistics. https://doi.org/10.18653/v1/S19-2007, https://aclanthology.org/S19-2007

5. Caruana, R. (1997). Multitask learning. Machine Learning, 28(1), 41–75. https://doi.org/10.1023/A:1007379606734

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