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marathi-social-ner-iob
l3cube-pune/marathi-social-ner-iob
marathi-social-ner-iob is a token classification model from l3cube-pune. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as cc-by-4.0.
MahaSocialNER-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-MahaSocialNER (with IOB tags) - a social media based Marathi…
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- Nov 5, 2023
- Updated
- Jan 3, 2024
- SHA
- fcb80684
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Datasets
Model card
From the Hugging Face model README
MahaSocialNER-BERT-IOB
MahaSocialNER-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-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 : <a href="https://huggingface.co/l3cube-pune/marathi-social-ner"> marathi-social-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}
}
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>
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Languages
- mr
- Created
- Nov 5, 2023
- Updated
- Jan 3, 2024