Update README with Citation Info

README.md

@@ -162,4 +162,15 @@ We benchmark on three scenarios with an increasing presence of Blender-modified
 |                  | F1         | F1         | F1         | F1     |           |                      |
 | **LayoutLMv2**       | 0.5536         | 0.3764         | 0.4984         | 0.8276     | Eng.      | 7324 / 1831 / 4349       |
 | **LayoutLMv3**       | 0.3452         | 0.2681         | 0.6370         | 0.9029     | Eng.      | 7324 / 1831 / 4349       |
-| **LayoutXLM**        | 0.5977         | 0.3295         | 0.4489         | 0.7550     | Spa.      | 8115 / 2028 / 4426       |
+| **LayoutXLM**        | 0.5977         | 0.3295         | 0.4489         | 0.7550     | Spa.      | 8115 / 2028 / 4426       |
+
+## Citation 
+
+If you find our research interesting, please cite our work. 📃✒️
+
+@article{de2024merit,
+  title={The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts},
+  author={de Rodrigo, I and Sanchez-Cuadrado, A and Boal, J and Lopez-Lopez, AJ},
+  journal={arXiv preprint arXiv:2409.00447},
+  year={2024}
+}