Abstract
The submission is being made as a working note as part of the Offensive Language Identification in Dravidian Languages shared task. The proposed model “DrOLIC” uses IndicBERT and a simple 4-layered MLP to do the multiclass classification problem and we achieved an F1 score of 0.85 on the Malayalam dataset.- Anthology ID:
- 2021.dravidianlangtech-1.23
- Volume:
- Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages
- Month:
- April
- Year:
- 2021
- Address:
- Kyiv
- Editors:
- Bharathi Raja Chakravarthi, Ruba Priyadharshini, Anand Kumar M, Parameswari Krishnamurthy, Elizabeth Sherly
- Venue:
- DravidianLangTech
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 175–179
- Language:
- URL:
- https://aclanthology.org/2021.dravidianlangtech-1.23
- DOI:
- Cite (ACL):
- Srinath Nair and Dolton Fernandes. 2021. professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach. In Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages, pages 175–179, Kyiv. Association for Computational Linguistics.
- Cite (Informal):
- professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach (Nair & Fernandes, DravidianLangTech 2021)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-1/2021.dravidianlangtech-1.23.pdf