Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
Telugu
Size:
10K - 100K
License:
license: mit | |
task_categories: | |
- text-classification | |
language: | |
- te | |
## Sentiment Analysis Data for the Telugu Language | |
**Dataset Description:** | |
This dataset contains a sentiment analysis dataset from Marreddy et al. (2022). | |
**Data Structure:** | |
The data was used for the project on [improving word embeddings with graph knowledge for Low Resource Languages](https://github.com/pyRis/retrofitting-embeddings-lrls?tab=readme-ov-file). | |
**Citation:** | |
```bibtex | |
@article{marreddy2022resource, | |
title={Am I a resource-poor language? Data sets, embeddings, models and analysis for four different NLP tasks in telugu language}, | |
author={Marreddy, Mounika and Oota, Subba Reddy and Vakada, Lakshmi Sireesha and Chinni, Venkata Charan and Mamidi, Radhika}, | |
journal={ACM Transactions on Asian and Low-Resource Language Information Processing}, | |
volume={22}, | |
number={1}, | |
pages={1--34}, | |
year={2022}, | |
publisher={ACM New York, NY} | |
} | |
@article{marreddy2022multi, | |
title={Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language}, | |
author={Marreddy, Mounika and Oota, Subba Reddy and Vakada, Lakshmi Sireesha and Chinni, Venkata Charan and Mamidi, Radhika}, | |
journal={arXiv preprint arXiv:2205.01204}, | |
year={2022} } | |
``` |