l3cube-pune / marathi-mixed-ner

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Total runs: 11
24-hour runs: 0
7-day runs: 4
30-day runs: 10
Model's Last Updated: January 03 2024
token-classification

Introduction of marathi-mixed-ner

Model Details of marathi-mixed-ner

MahaMixedNER-BERT

MahaMixedNER-BERT is a MahaBERT( l3cube-pune/marathi-bert-v2 ) 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 : marathi-mixed-ner-iob

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:
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

Runs of l3cube-pune marathi-mixed-ner on huggingface.co

11
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0
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3-day runs
4
7-day runs
10
30-day runs

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marathi-mixed-ner huggingface.co

marathi-mixed-ner huggingface.co is an AI model on huggingface.co that provides marathi-mixed-ner's model effect (), which can be used instantly with this l3cube-pune marathi-mixed-ner model. huggingface.co supports a free trial of the marathi-mixed-ner model, and also provides paid use of the marathi-mixed-ner. Support call marathi-mixed-ner model through api, including Node.js, Python, http.

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marathi-mixed-ner is an open source model from GitHub that offers a free installation service, and any user can find marathi-mixed-ner on GitHub to install. At the same time, huggingface.co provides the effect of marathi-mixed-ner install, users can directly use marathi-mixed-ner installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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Total runs: 16
Run Growth: 13
Growth Rate: 81.25%
Updated:July 22 2023