language: mr
tags:
- bert
license: cc-by-4.0
datasets:
- L3Cube-MahaSent-MD
- L3CubeMahaSent
widget:
- text: I like you. </s></s> I love you.
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.
This dataset was originally introduced in L3CubeMahaSent and is now part of extended corpus L3Cube-MahaSent-MD, a multi-domain Marathi sentiment analysis dataset.
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.
The recommended multi-domain version of this model covering all domains is shared here: marathi-sentiment-md
[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{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}
}
@article{joshi2022l3cube,
title={L3cube-mahanlp: Marathi natural language processing datasets, models, and library},
author={Joshi, Raviraj},
journal={arXiv preprint arXiv:2205.14728},
year={2022}
}
Other Marathi Sentiment models from the MahaSent family are shared here:
MahaSent-MD (multi domain)
MahaSent-GT (generic tweets)
MahaSent-MR (movie reviews)
MahaSent-PT (political tweets)
MahaSent-ST (TV subtitles)
MahaSent v1 (political tweets)