marathi-ner

l3cube-pune/marathi-ner

marathi-ner is a token classification model from l3cube-pune. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as cc-by-4.0.

MahaNER-BERT is a MahaBERT(<a href="https://huggingface.co/l3cube-pune/marathi-bert-v2"l3cube-pune/marathi-bert</a) model fine-tuned on L3Cube-MahaNER - a Marathi named entity recognition dataset.

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L3Cube-MahaNER

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From the Hugging Face model README

MahaNER-BERT

MahaNER-BERT is a MahaBERT(<a href="https://huggingface.co/l3cube-pune/marathi-bert-v2">l3cube-pune/marathi-bert</a>) model fine-tuned on L3Cube-MahaNER - a Marathi named entity recognition dataset.

[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/2204.06029)

IOB Model : <a href="https://huggingface.co/l3cube-pune/marathi-ner-iob"> marathi-ner-iob </a>

@InProceedings{litake-EtAl:2022:WILDRE6,
  author    = {Litake, Onkar  and  Sabane, Maithili Ravindra  and  Patil, Parth Sachin  and  Ranade, Aparna Abhijeet  and  Joshi, Raviraj},
  title     = {L3Cube-MahaNER: A Marathi Named Entity Recognition Dataset and BERT models},
  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     = {29--34}
}

Other models from the family: Marathi NER : <a href="https://huggingface.co/l3cube-pune/marathi-ner"> marathi-ner </a> Marathi NER IOB : <a href="https://huggingface.co/l3cube-pune/marathi-ner-iob"> marathi-ner-iob </a> Marathi Social NER : <a href="https://huggingface.co/l3cube-pune/marathi-social-ner"> marathi-social-ner </a> Marathi Social NER IOB : <a href="https://huggingface.co/l3cube-pune/marathi-social-ner-iob"> marathi-social-ner-iob </a> Marathi Mixed NER (MahNER + MahaSocialNER) : <a href="https://huggingface.co/l3cube-pune/marathi-mixed-ner"> marathi-mixed-ner </a> Marathi Mixed NER IOB (MahNER IOB + MahaSocialNER IOB) : <a href="https://huggingface.co/l3cube-pune/marathi-mixed-ner-iob"> marathi-mixed-ner-iob </a>

Task: Token Classification
Library: transformers
Type: bert
License: cc-by-4.0
Languages: mr
Created: Mar 10, 2022
Updated: Dec 31, 2023