Update README.md

README.md

@@ -79,8 +79,17 @@ The corpus is stored in XML files each for one document. Every field appears if
 ## Collection
 We queried the online Legislation of Russia service (pravo.gov.ru) base called "IPS Zakonodatelstvo Rossii" maintained by the Special Communications Service for the texts legislation and their metadata. Our web scraping took place in the period spanning 2017—2024 with the last data collection taking part in April, 2024. 
 
+## Usage
+This dataset could be loaded in Python with [HF's Datasets library](https://huggingface.co/docs/datasets/index):
+```python
+from datasets import load_dataset
+dataset = load_dataset(<path-to-parquet-files>)
+dataset['train'][0]['textIPS']. # first chunk of main texts variable
+```
+For more information please see [Datasets' documentation](https://huggingface.co/docs/datasets/index).
+
 ## Citation
-If you use this corpus in your scientific work, please refer to: Saveliev, Denis, and Ruslan Kuchakov. "The Russian Legislative Corpus." arXiv preprint [arXiv:2406.04855](https://arxiv.org/abs/2406.04855) (2024).
+If you use this corpus in your scientific work, please refer to: Saveliev, Denis, and Ruslan Kuchakov. "The Russian Legislative Corpus." arXiv preprint arXiv:2406.04855 (2024).
 
 ```bibtex
 @ruslaw{saveliev2024russian,