Update README.md

README.md

@@ -5,4 +5,33 @@ datasets:
 - sinhala-nlp/NSINA-Media
 language:
 - si
----
+---
+
+# Sinhala News Media Identification
+This is a text classification task created with the [NSINA dataset](https://github.com/Sinhala-NLP/NSINA). This dataset is also released with the same license as NSINA. 
+
+
+
+## Data
+Data can be loaded into pandas dataframes using the following code. 
+
+```python
+from datasets import Dataset
+from datasets import load_dataset
+
+train = Dataset.to_pandas(load_dataset('sinhala-nlp/NSINA-Media', split='train'))
+test = Dataset.to_pandas(load_dataset('sinhala-nlp/NSINA-Media', split='test'))
+```
+
+## Citation
+If you are using the dataset or the models, please cite the following paper.
+
+~~~
+@inproceedings{Nsina2024,
+author={Hettiarachchi, Hansi and Premasiri, Damith and Uyangodage, Lasitha and Ranasinghe, Tharindu},
+title={{NSINA: A News Corpus for Sinhala}},
+booktitle={The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)},
+year={2024},
+month={May},
+}
+~~~