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marathi-sentiment-tweets
l3cube-pune/marathi-sentiment-tweets
marathi-sentiment-tweets is a text classification model from l3cube-pune. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
MahaSent-GT is a MahaBERT(l3cube-pune/marathi-bert-v2) model fine-tuned on L3Cube-MahaSent-GT Corpus, a generic tweets domain, Marathi sentiment analysis dataset. <br This dataset is a part of L3Cube-MahaSent-MD, a mu…
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From the Hugging Face model README
MahaSent-GT
MahaSent-GT is a MahaBERT(l3cube-pune/marathi-bert-v2) model fine-tuned on L3Cube-MahaSent-GT Corpus, a generic tweets domain, Marathi sentiment analysis dataset. <br> This dataset is a part of 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 generic small 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}
}
@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:<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>
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Languages
- mr
- Created
- Jun 4, 2023
- Updated
- Jul 1, 2023