--- language: mr tags: - bert license: cc-by-4.0 datasets: - L3Cube-MahaSent-MD widget: - text: "I like you. I love you." --- ## MahaSent-ST MahaSent-ST is a MahaBERT(l3cube-pune/marathi-bert-v2) model fine-tuned on L3Cube-MahaSent-ST Corpus, a subtitles domain, Marathi sentiment analysis dataset.
This dataset is a part of 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 subtitles 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] (https://arxiv.org/abs/2306.13888)
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:
MahaSent-MD (multi domain)
MahaSent-GT (generic tweets)
MahaSent-MR (movie reviews)
MahaSent-PT (political tweets)
MahaSent-ST (TV subtitles)
MahaSent v1 (political tweets)