Update README.md

README.md

@@ -73,3 +73,40 @@ Each example has the following structure:
     'split_tag': str,  # "train", "val", or "test"
     'data_type': str,  # always "human" in this version
 }
+```
+
+All samples are rendered from digital ink into JPEG images with randomized stroke width and light RGB variations for augmentation and realism.
+
+## Usage
+
+To load the dataset:
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("deepcopy/MathWriting-Human")
+sample = ds["train"][0]
+image = sample["image"]
+latex = sample["latex"]
+```
+
+## Licensing Information
+
+The dataset is licensed by **Google LLC** under the **Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International** license ([CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)).
+
+---
+
+## Citation
+
+Please cite the following paper if you use this dataset:
+
+```
+@misc{gervais2025mathwritingdatasethandwrittenmathematical,
+      title={MathWriting: A Dataset For Handwritten Mathematical Expression Recognition}, 
+      author={Philippe Gervais and Anastasiia Fadeeva and Andrii Maksai},
+      eprint={2404.10690},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2404.10690}, 
+}
+```