Bitions@DravidianLangTech-EACL2021: Ensemble of Multilingual Language Models with Pseudo Labeling for offence Detection in Dravidian Languages

1 code implementation • EACL (DravidianLangTech) 2021 • Debapriya Tula, Prathyush Potluri, Shreyas Ms, Sumanth Doddapaneni, Pranjal Sahu, Rohan Sukumaran, Parth Patwa

Our model is able to handle code-mixed data as well as instances where the script used is mixed (for instance, Tamil and Latin).

Offense Detection in Dravidian Languages using Code-Mixing Index based Focal Loss

no code implementations • 12 Nov 2021 • Debapriya Tula, Shreyas Ms, Viswanatha Reddy, Pranjal Sahu, Sumanth Doddapaneni, Prathyush Potluri, Rohan Sukumaran, Parth Patwa

To summarize, our model can handle offensive language detection in a low-resource, class imbalanced, multilingual and code-mixed setting.

Transfer Learning for Oral Cancer Detection using Microscopic Images

no code implementations • 23 Nov 2020 • Rutwik Palaskar, Renu Vyas, Vilas Khedekar, Sangeeta Palaskar, Pranjal Sahu

In this work, we present the first results of neural networks for oral cancer detection using microscopic images.

Data Augmentation Transfer Learning