MahaBERT

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. [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-l3cube,
    title = "{L}3{C}ube-{M}aha{C}orpus and {M}aha{BERT}: {M}arathi Monolingual Corpus, {M}arathi {BERT} Language Models, and Resources",
    author = "Joshi, Raviraj",
    booktitle = "Proceedings of the WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://aclanthology.org/2022.wildre-1.17",
    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> <a href='https://huggingface.co/l3cube-pune/assamese-bert'> Assamese BERT </a> <br>