Update README.md

README.md

@@ -106,9 +106,7 @@ session = fo.launch_app(dataset)
 
 
 
-- **Curated by:** [More Information Needed]
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
+- **Curated by:** Introduced by Jonathan J. Hull in [A Database for Handwritten Text Recognition Research](https://ieeexplore.ieee.org/document/291440)
 - **Language(s) (NLP):** en
 - **License:** unknown
 
@@ -116,31 +114,14 @@ session = fo.launch_app(dataset)
 
 <!-- Provide the basic links for the dataset. -->
 
-- **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
-
-## Uses
-
-<!-- Address questions around how the dataset is intended to be used. -->
-
-### Direct Use
-
-<!-- This section describes suitable use cases for the dataset. -->
-
-[More Information Needed]
-
-### Out-of-Scope Use
-
-<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. -->
-
-[More Information Needed]
+- **Repository:** https://paperswithcode.com/dataset/usps
+- **Paper:** [A Database for Handwritten Text Recognition Research](https://ieeexplore.ieee.org/document/291440)
 
 ## Dataset Structure
 
 <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
 
-[More Information Needed]
+The dataset has 2 splits: "train", and "test". Samples are tagged with their split.
 
 ## Dataset Creation