MahaSent-PT

MahaSent-PT is a MahaBERT(l3cube-pune/marathi-bert-v2) model fine-tuned on L3Cube-MahaSent-PT Corpus, a political-domain Marathi sentiment analysis dataset. <br> This dataset was originally introduced in <a href="https://arxiv.org/abs/2103.11408">L3CubeMahaSent</a> and is now part of extended corpus L3Cube-MahaSent-MD, a multi-domain Marathi sentiment analysis dataset. <br> The MahaSent-MD dataset contains domains like movie reviews, generic tweets, subtitles, and political tweets. This model is trained specifically on the political tweets domain. <br>

The recommended multi-domain version of this model covering all domains is shared here: <a href="https://huggingface.co/l3cube-pune/marathi-sentiment-md"> marathi-sentiment-md </a> <br> [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/2306.13888) <br> Citing:

@article{pingle2023l3cube,
  title={L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models},
  author={Pingle, Aabha and Vyawahare, Aditya and Joshi, Isha and Tangsali, Rahul and Joshi, Raviraj},
  journal={arXiv preprint arXiv:2306.13888},
  year={2023}
}

@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}
}

Other Marathi Sentiment models from the MahaSent family are shared here:<br>

<a href="https://huggingface.co/l3cube-pune/marathi-sentiment-md"> MahaSent-MD (multi domain) </a> <br> <a href="https://huggingface.co/l3cube-pune/marathi-sentiment-tweets"> MahaSent-GT (generic tweets) </a> <br> <a href="https://huggingface.co/l3cube-pune/marathi-sentiment-movie-reviews"> MahaSent-MR (movie reviews) </a> <br> <a href="https://huggingface.co/l3cube-pune/marathi-sentiment-political-tweets"> MahaSent-PT (political tweets) </a> <br> <a href="https://huggingface.co/l3cube-pune/marathi-sentiment-subtitles"> MahaSent-ST (TV subtitles) </a> <br> <a href="https://huggingface.co/l3cube-pune/MarathiSentiment"> MahaSent v1 (political tweets) </a> <br>