Update README.md

README.md

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 # Belfort Dataset
 
+The Belfort dataset includes minutes of the municipal council of the French city of Belfort. Text lines were extracted using an automatic model and may contain segmentation errors. 
+
 ## Table of Contents
 - [Belfort Dataset](#belfort-dataset)
   - [Table of Contents](#table-of-contents)
@@ -34,8 +36,8 @@ dataset_info:
 
 ## Dataset Description
 
-- **Homepage:** [HOME]()
-- **Paper:** [Paper]()
+- **Homepage:** [Belfort](https://zenodo.org/records/8041668)
+- **Paper:** [Handwritten Text Recognition from Crowdsourced Annotations](https://doi.org/10.1145/3604951.3605517)
 - **Point of Contact:** [TEKLIA](https://teklia.com)
 
 ### Languages