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--- |
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license: cc-by-4.0 |
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language: mr |
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datasets: |
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- L3Cube-MahaCorpus |
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--- |
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## MahaBERT |
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MahaBERT is a Marathi BERT model. It is a multilingual BERT (google/muril-base-cased) model fine-tuned on L3Cube-MahaCorpus and other publicly available Marathi monolingual datasets. |
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[dataset link] (https://github.com/l3cube-pune/MarathiNLP) |
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More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2202.01159) |
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``` |
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@inproceedings{joshi-2022-l3cube, |
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title = "{L}3{C}ube-{M}aha{C}orpus and {M}aha{BERT}: {M}arathi Monolingual Corpus, {M}arathi {BERT} Language Models, and Resources", |
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author = "Joshi, Raviraj", |
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booktitle = "Proceedings of the WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference", |
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month = jun, |
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year = "2022", |
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address = "Marseille, France", |
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publisher = "European Language Resources Association", |
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url = "https://aclanthology.org/2022.wildre-1.17", |
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pages = "97--101", |
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} |
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``` |
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Other Monolingual Indic BERT models are listed below: <br> |
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<a href='https://huggingface.co/l3cube-pune/marathi-bert-v2'> Marathi BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/marathi-roberta'> Marathi RoBERTa </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/marathi-albert'> Marathi AlBERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/hindi-bert-v2'> Hindi BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/hindi-roberta'> Hindi RoBERTa </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/hindi-albert'> Hindi AlBERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert'> Dev BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-roberta'> Dev RoBERTa </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/hindi-marathi-dev-albert'> Dev AlBERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/kannada-bert'> Kannada BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/telugu-bert'> Telugu BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/malayalam-bert'> Malayalam BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/tamil-bert'> Tamil BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/gujarati-bert'> Gujarati BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/odia-bert'> Oriya BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/bengali-bert'> Bengali BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/punjabi-bert'> Punjabi BERT </a> <br> |
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<a href='https://huggingface.co/l3cube-pune/assamese-bert'> Assamese BERT </a> <br> |
