| | --- |
| | 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 |
| |
|
| | MahaMixedNER-BERT 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 - 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) |
| |
|
| | IOB Model : <a href="https://huggingface.co/l3cube-pune/marathi-mixed-ner-iob"> marathi-mixed-ner-iob </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> |
