MahaNews-SHC-BERT is a MahaBERT(
l3cube-pune/marathi-bert-v2
) model fine-tuned on full L3Cube-MahaNews-SHC Corpus, a Marathi short text / news headlines classification dataset.
It is a topic identification cum short text classification model with 12 output categories
[dataset link] (
https://github.com/l3cube-pune/MarathiNLP
)
More details on the dataset, models, and baseline results can be found in our [paper] (coming soon)
Citing:
@inproceedings{mittal2023l3cube,
title={L3Cube-MahaNews: News-Based Short Text and Long Document Classification Datasets in Marathi},
author={Mittal, Saloni and Magdum, Vidula and Hiwarkhedkar, Sharayu and Dhekane, Omkar and Joshi, Raviraj},
booktitle={International Conference on Speech and Language Technologies for Low-resource Languages},
pages={52--63},
year={2023},
organization={Springer}
}
Other Marathi Sentiment models from MahaNews family are shared here:
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