Update README.md

README.md

@@ -1,7 +1,44 @@
-Data for paper: Dynamic Vocabularies For Learned Sparse Retrieval with Entities 
+# Data for Paper: *Dynamic Vocabularies for Learned Sparse Retrieval with Entities*
 
-Step 1. Clone repo from https://github.com/thongnt99/DyVo
+This guide explains how to download the data used in our paper.
 
-Step 2. cd DyVo ; mkdir dyvo_data ; cd dyvo_data
+---
 
-Step 3. huggingface-cli download lsr42/dyvo_data
+## Setup Instructions
+
+1. **Clone the DyVo repository**
+   ```
+   git clone https://github.com/thongnt99/DyVo
+   ```
+
+2. **Create a data directory inside the project**
+   ```
+   cd DyVo
+   mkdir dyvo_data
+   cd dyvo_data
+   ```
+
+3. **Download the data from Hugging Face**
+
+   Make sure you have the Hugging Face CLI installed. If not, install it with:
+   ```
+   pip install huggingface_hub
+   ```
+
+   Then run:
+   ```
+   huggingface-cli download lsr42/dyvo_data
+   ```
+
+---
+
+## Notes
+
+- You may need to log in to Hugging Face before downloading:
+  ```
+  huggingface-cli login
+  ```
+- The downloaded files will be stored locally; check the Hugging Face CLI documentation for cache settings if needed.
+- It is recommended to use Python 3.7 or later.
+
+---