l3cube-pune/marathi-mixed-ner-iob

MahaMixedNER-BERT-IOB

MahaMixedNER-BERT-IOB is a MahaBERT(l3cube-pune/marathi-bert-v2) model fine-tuned on L3Cube-MahaNER + MahaSocialNER (with IOB tags) - a Marathi named entity recognition datasets.

[dataset link] (https://github.com/l3cube-pune/MarathiNLP)

More details on the dataset, models, and baseline results can be found in our [paper] (http://arxiv.org/abs/2401.00170)

Non IOB Model : marathi-mixed-ner

Citing:

@article{chaudhari2023l3cube,
  title={L3Cube-MahaSocialNER: A Social Media based Marathi NER Dataset and BERT models},
  author={Chaudhari, Harsh and Patil, Anuja and Lavekar, Dhanashree and Khairnar, Pranav and Joshi, Raviraj},
  journal={arXiv preprint arXiv:2401.00170},
  year={2023}
}

@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 : marathi-ner
Marathi NER IOB : marathi-ner-iob
Marathi Social NER : marathi-social-ner
Marathi Social NER IOB : marathi-social-ner-iob
Marathi Mixed NER (MahNER + MahaSocialNER) : marathi-mixed-ner
Marathi Mixed NER IOB (MahNER IOB + MahaSocialNER IOB) : marathi-mixed-ner-iob