This is the code for the paper Offensive Language Identification in Low-resourced Code-mixed Dravidian languages using Pseudo-labeling

This is a collaborative work by Adeep Hande, Karthik Puranik, Konthala Yasaswini, Ruba Priyadharshini, Sajeetha Thavareesan, Anbukkarasi Sampath, Kogilavani Shanmugavadivel, Durairaj Thenmozhi, and Bharathi Raja Chakravarthi

This approach could be used for any multilingual datasets. The weights of the fine-tuned models are available on my Huggingface account AdWeeb.

We have provided the notebooks for reference.

If you use our dataset, and/or find our codes useful, please cite our paper:

@article{hande-etal-offensive,
    title = "Offensive Language Identification in Low-resourced Code-mixed Dravidian languages using Pseudo-labeling",
    author = "Hande, Adeep and
              Puranik, Karthik and
              Yasaswini, Konthala and
              Priyadharshini, Ruba and
              Thavareesan, Sajeetha
              Sampath, Anbukkarasi and
              Shanmugavadivel, Kogilavani and
              Thenmozhi, Durairaj and
              Chakravarthi, Bharathi Raja ",
      journal={Information Processing and Management},
      publisher={Elsevier}
    }