--- language: mr license: cc-by-4.0 datasets: - L3Cube-MahaSocialNER - L3Cube-MahaNER widget: - text: "सोलापूर जिल्ह्यातील माळशिरस तालुक्यात जाधववाडी येथे विजय गंगाप्रकल्पाचा शुभारंभ केला हे जलसंधारणाचे एकूण 28 किमीचे 3 टप्प्यात काम होत असून पहिल्या 10 किमीचे काम पूर्ण झाले आहे" --- ## 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