Upload README.md with huggingface_hub

README.md

@@ -1,6 +1,6 @@
 # Document Haystack Dataset
 
-This repository contains the dataset for the paper “Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark”.
+This repository contains the dataset for the paper “[Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark](https://arxiv.org/abs/2507.15882)”.
 
 ---
 
@@ -75,7 +75,7 @@ It expands on the *Needle in a Haystack* concept by embedding *needles* — shor
 
 ---
 
-## 📁 Dataset Structure
+## 🗄️ Dataset Structure
 
 Below is an example of the dataset’s folder layout:
 
@@ -182,6 +182,21 @@ This project is licensed under the **CC-BY-NC-4.0** License - see the GitHub LIC
 
 ---
 
+## 📚 Citation
+
+If you use this work in any way, please cite:
+
+```bibtex
+@article{huybrechts2025document,
+  title={Document Haystack: A Long Context Multimodal Image/Document Understanding Vision LLM Benchmark},
+  author={Huybrechts, Goeric and Ronanki, Srikanth and Jayanthi, Sai Muralidhar and Fitzgerald, Jack and Veeravanallur, Srinivasan},
+  journal={arXiv preprint arXiv:2507.15882},
+  year={2025}
+}
+```
+
+---
+
 ## 👥 Authors
 
 Amazon AGI