|
--- |
|
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(<a href="https://huggingface.co/l3cube-pune/marathi-bert-v2">l3cube-pune/marathi-bert-v2</a>) 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 : <a href="https://huggingface.co/l3cube-pune/marathi-mixed-ner"> marathi-mixed-ner </a> |
|
|
|
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:<br> |
|
Marathi NER : <a href="https://huggingface.co/l3cube-pune/marathi-ner"> marathi-ner </a> <br> |
|
Marathi NER IOB : <a href="https://huggingface.co/l3cube-pune/marathi-ner-iob"> marathi-ner-iob </a> <br> |
|
Marathi Social NER : <a href="https://huggingface.co/l3cube-pune/marathi-social-ner"> marathi-social-ner </a> <br> |
|
Marathi Social NER IOB : <a href="https://huggingface.co/l3cube-pune/marathi-social-ner-iob"> marathi-social-ner-iob </a> <br> |
|
Marathi Mixed NER (MahNER + MahaSocialNER) : <a href="https://huggingface.co/l3cube-pune/marathi-mixed-ner"> marathi-mixed-ner </a> <br> |
|
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> |
