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marathi-roberta

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xlm-roberta
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marathi-roberta
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---
license: cc-by-4.0
language: mr
datasets:
- L3Cube-MahaCorpus
---

## MahaRoBERTa
MahaRoBERTa is a Marathi RoBERTa model. It is a multilingual RoBERTa (xlm-roberta-base) model fine-tuned on L3Cube-MahaCorpus and other publicly available Marathi monolingual datasets. 
[dataset link] (https://github.com/l3cube-pune/MarathiNLP)

More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2202.01159)

```
@InProceedings{joshi:2022:WILDRE6,
  author    = {Joshi, Raviraj},
  title     = {L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources},
  booktitle      = {Proceedings of The WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference},
  month          = {June},
  year           = {2022},
  address        = {Marseille, France},
  publisher      = {European Language Resources Association},
  pages     = {97--101}
}
```

Other Monolingual Indic BERT models are listed below: <br>
<a href='https://huggingface.co/l3cube-pune/marathi-bert-v2'> Marathi BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/marathi-roberta'> Marathi RoBERTa </a> <br>
<a href='https://huggingface.co/l3cube-pune/marathi-albert'> Marathi AlBERT </a> <br>

<a href='https://huggingface.co/l3cube-pune/hindi-bert-v2'> Hindi BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/hindi-roberta'> Hindi RoBERTa </a> <br>
<a href='https://huggingface.co/l3cube-pune/hindi-albert'> Hindi AlBERT </a> <br>

<a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert'> Dev BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-roberta'> Dev RoBERTa </a> <br>
<a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-albert'> Dev AlBERT </a> <br>

<a href='https://huggingface.co/l3cube-pune/kannada-bert'> Kannada BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/telugu-bert'> Telugu BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/malayalam-bert'> Malayalam BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/tamil-bert'> Tamil BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/gujarati-bert'> Gujarati BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/odia-bert'> Oriya BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/bengali-bert'> Bengali BERT </a> <br>
<a href='https://huggingface.co/l3cube-pune/punjabi-bert'> Punjabi BERT </a> <br>