|
--- |
|
language: mr |
|
tags: |
|
- bert |
|
license: cc-by-4.0 |
|
datasets: |
|
- L3Cube-MahaSent-MD |
|
widget: |
|
- text: "I like you. </s></s> I love you." |
|
--- |
|
|
|
|
|
## 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> |
|
|
