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--- |
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language: mr |
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license: cc-by-4.0 |
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datasets: |
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- L3Cube-MahaNER |
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widget: |
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- text: "I like you. </s></s> I love you." |
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--- |
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## MahaNER-BERT-IOB |
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MahaNER-BERT-IOB is a MahaBERT(l3cube-pune/marathi-bert) model fine-tuned on L3Cube-MahaNER (with IOB format tags) - a Marathi named entity recognition dataset. |
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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/2204.06029) |
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Non-IOB model: <a href="https://huggingface.co/l3cube-pune/marathi-ner"> marathi-ner </a> |
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``` |
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@InProceedings{litake-EtAl:2022:WILDRE6, |
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author = {Litake, Onkar and Sabane, Maithili Ravindra and Patil, Parth Sachin and Ranade, Aparna Abhijeet and Joshi, Raviraj}, |
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title = {L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models}, |
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booktitle = {Proceedings of The WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference}, |
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month = {June}, |
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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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pages = {29--34} |
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} |
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``` |
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Other models from the family:<br> |
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Marathi NER : <a href="https://huggingface.co/l3cube-pune/marathi-ner"> marathi-ner </a> <br> |
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Marathi NER IOB : <a href="https://huggingface.co/l3cube-pune/marathi-ner-iob"> marathi-ner-iob </a> <br> |
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Marathi Social NER : <a href="https://huggingface.co/l3cube-pune/marathi-social-ner"> marathi-social-ner </a> <br> |
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Marathi Social NER IOB : <a href="https://huggingface.co/l3cube-pune/marathi-social-ner-iob"> marathi-social-ner-iob </a> <br> |
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Marathi Mixed NER (MahNER + MahaSocialNER) : <a href="https://huggingface.co/l3cube-pune/marathi-mixed-ner"> marathi-mixed-ner </a> <br> |
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Marathi Mixed NER IOB (MahNER IOB + MahaSocialNER IOB) : <a href="https://huggingface.co/l3cube-pune/marathi-mixed-ner-iob"> marathi-mixed-ner-iob </a> <br> |
