IndicNLP Marathi News Classifier
This model was fine-tuned using Marathi RoBERTa on IndicNLP Marathi News Dataset
Dataset
IndicNLP Marathi news dataset consists 3 classes - ['lifestyle', 'entertainment', 'sports'] - with following docs distribution as per classes:
| train | eval | test |
|---|---|---|
| 9672 | 477 | 478 |
💯 Our mr-indicnlp-classifier model fine tuned from roberta-base-mr Pretrained Marathi RoBERTa model outperformed both classifier mentioned in Arora, G. (2020). iNLTK and Kunchukuttan, Anoop et al. AI4Bharat-IndicNLP.
| Dataset | FT-W | FT-WC | INLP | iNLTK | roberta-base-mr 🏆 |
|---|---|---|---|---|---|
| iNLTK Headlines | 83.06 | 81.65 | 89.92 | 92.4 | 97.48 |
