metadata
language: mr
license: cc-by-4.0
datasets:
- L3Cube-MahaSocialNER
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
MahaSocialNER-BERT-IOB
MahaSocialNER-BERT-IOB is a MahaBERT(l3cube-pune/marathi-bert-v2) model fine-tuned on L3Cube-MahaSocialNER (with IOB tags) - a social media based 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] (http://arxiv.org/abs/2401.00170)
Non-IOB Model : marathi-social-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}
}
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