Papers by Shanilka Haturusinghe
Subasa - Adapting Language Models for Low-resourced Offensive Language Detection in Sinhala (2025.naacl-srw)
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Shanilka Haturusinghe, Tharindu Cyril Weerasooriya, Christopher M Homan, Marcos Zampieri, Sidath Ravindra Liyanage
| Challenge: | A major challenge in the field of NLP are the disparities between high- and low-resource languages. |
| Approach: | They propose fine-tuning strategies that have not been previously explored for Sinhala in the downstream task of offensive language detection. |
| Outcome: | The proposed models outperform baseline models on the Sinhala offensive language detection task. |