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mr-indicnlp-classifier

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@@ -4,11 +4,12 @@ This model was fine-tuned using [Marathi RoBERTa](https://huggingface.co/flax-co
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  ## Dataset
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  IndicNLP Marathi news dataset consists 3 classes - `['lifestyle', 'entertainment', 'sports']` - with following docs distribution as per classes:
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  | train | eval | test |
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  | ----- | ---- | ---- |
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  | 9672 | 477 | 478 |
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- 💯 Our Marathi RoBERTa **`roberta-base-mr`** model outperformed both classifier mentioned in [Arora, G. (2020). iNLTK](https://www.semanticscholar.org/paper/iNLTK%3A-Natural-Language-Toolkit-for-Indic-Languages-Arora/5039ed9e100d3a1cbbc25a02c82f6ee181609e83/figure/3) and [Kunchukuttan, Anoop et al. AI4Bharat-IndicNLP.](https://www.semanticscholar.org/paper/AI4Bharat-IndicNLP-Corpus%3A-Monolingual-Corpora-and-Kunchukuttan-Kakwani/7997d432925aff0ba05497d2893c09918298ca55/figure/4)
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  | Dataset | FT-W | FT-WC | INLP | iNLTK | **roberta-base-mr 🏆** |
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  | --------------- | ----- | ----- | ----- | ----- | --------------------- |
 
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  ## Dataset
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  IndicNLP Marathi news dataset consists 3 classes - `['lifestyle', 'entertainment', 'sports']` - with following docs distribution as per classes:
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  | train | eval | test |
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  | ----- | ---- | ---- |
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  | 9672 | 477 | 478 |
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+ 💯 Our **`mr-indicnlp-classifier`** model fine tuned from **roberta-base-mr** Pretrained Marathi RoBERTa model outperformed both classifier mentioned in [Arora, G. (2020). iNLTK](https://www.semanticscholar.org/paper/iNLTK%3A-Natural-Language-Toolkit-for-Indic-Languages-Arora/5039ed9e100d3a1cbbc25a02c82f6ee181609e83/figure/3) and [Kunchukuttan, Anoop et al. AI4Bharat-IndicNLP.](https://www.semanticscholar.org/paper/AI4Bharat-IndicNLP-Corpus%3A-Monolingual-Corpora-and-Kunchukuttan-Kakwani/7997d432925aff0ba05497d2893c09918298ca55/figure/4)
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  | Dataset | FT-W | FT-WC | INLP | iNLTK | **roberta-base-mr 🏆** |
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  | --------------- | ----- | ----- | ----- | ----- | --------------------- |