MahaNER-BERT
MahaNER-BERT is a MahaBERT(l3cube-pune/marathi-bert) 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 : marathi-ner-iob
@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