Marathisentiment

🚀 MarathiSentiment

MarathiSentiment is a fine - tuned IndicBERT (ai4bharat/indic - bert) model. It is trained on L3CubeMahaSent, a Marathi tweet - based sentiment analysis dataset. This model offers sentiment analysis capabilities for Marathi text.

🚀 Quick Start

An updated and better version of this model covering multiple domains is shared here: [marathi - sentiment - md](https://huggingface.co/l3cube - pune/marathi - sentiment - md)

MarathiSentiment is an IndicBERT(ai4bharat/indic - bert) model fine - tuned on L3CubeMahaSent - a Marathi tweet - based sentiment analysis dataset. [dataset link](https://github.com/l3cube - pune/MarathiNLP)

More details on the dataset, models, and baseline results can be found in our paper

📄 License

This project is licensed under the CC - BY - 4.0 license.

📚 Documentation

@inproceedings{kulkarni2021l3cubemahasent,
  title={L3CubeMahaSent: A Marathi Tweet - based Sentiment Analysis Dataset},
  author={Kulkarni, Atharva and Mandhane, Meet and Likhitkar, Manali and Kshirsagar, Gayatri and Joshi, Raviraj},
  booktitle={Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis},
  pages={213--220},
  year={2021}
}