transformers pytorch safetensors bert token-classification mr dataset:L3Cube-MahaNER arxiv:2204.06029 license:cc-by-4.0 autotrain_compatible endpoints_compatible region:us
---
datasets:
- L3Cube-MahaNER
language: mr
license: cc-by-4.0
widget:
- text: पुणे विद्यापीठाची मॅनेजमेंट कौन्सिलची बैठक शनिवारी पार पडली. या वेळी सदस्य
    राजेंद्र विखे पाटील, डॉ. नितीन घोरपडे, प्रा. धोंडिराम पवार, बागेश्री मंठाळकर आदी
    उपस्थित होते.
---


## MahaNER-BERT

MahaNER-BERT is a MahaBERT(<a href="https://huggingface.co/l3cube-pune/marathi-bert-v2">l3cube-pune/marathi-bert</a>) 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 : <a href="https://huggingface.co/l3cube-pune/marathi-ner-iob"> marathi-ner-iob </a>

```
@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>