added new details for the dev and train set, paper details and new github repo link

README.md

@@ -33,8 +33,14 @@ dataset_info:
   - name: train
     num_bytes: 2551273
     num_examples: 10070
-  download_size: 2490852
-  dataset_size: 2551273
+    download_size: 2490852
+  - name: dev
+    num_examples: 3397
+    download_size: 849789
+  - name: test
+    num_examples: 6633
+    download_size: 1865593
+
 ---
 
 # Dataset Card for MENYO-20k
@@ -66,8 +72,8 @@ dataset_info:
 ## Dataset Description
 
 - **Homepage:** [Homepage for Menyo-20k](https://zenodo.org/record/4297448#.X81G7s0zZPY)
-- **Repository:**[Github Repo](https://github.com/dadelani/menyo-20k_MT)
-- **Paper:**
+- **Repository:**[Github Repo](https://github.com/uds-lsv/menyo-20k_MT/)
+- **Paper:** [African NLP 2021](https://www.lsv.uni-saarland.de/wp-content/uploads/2022/06/africanlp2021_EACL_menyo20k.pdf)
 - **Leaderboard:**
 - **Point of Contact:**
 
@@ -81,7 +87,7 @@ MENYO-20k is a multi-domain parallel dataset with texts obtained from news artic
 
 ### Languages
 
-Languages are English and YOruba
+Languages are English and Yoruba
 
 ## Dataset Structure
 
@@ -90,7 +96,7 @@ Languages are English and YOruba
 The data consists of tab seperated entries
 
 ```
-{'translation': 
+{'translation':
   {'en': 'Unit 1: What is Creative Commons?',
   'yo': 'Ìdá 1: Kín ni Creative Commons?'
   }
@@ -106,7 +112,7 @@ The data consists of tab seperated entries
 
 ### Data Splits
 
-Only training dataset available
+Training, Validation and Test datasets are available.
 
 ## Dataset Creation
 
@@ -160,7 +166,7 @@ Only training dataset available
 
 ### Licensing Information
 
-The dataset is open but for non-commercial use because some of the data sources like Ted talks and JW news requires permission for commercial use.
+The dataset is open but for non-commercial use, because some data sources like Ted talks and JW news require permission for commercial use.
 
 ### Citation Information
 ```
@@ -171,7 +177,7 @@ The dataset is open but for non-commercial use because some of the data sources
                   Adesina Ayeni and
                   Mofe Adeyemi and
                   Ayodele Awokoya},
-  title        = {{MENYO-20k: A Multi-domain English - Yorùbá Corpus 
+  title        = {{MENYO-20k: A Multi-domain English - Yorùbá Corpus
                    for Machine Translation}},
   month        = nov,
   year         = 2020,
@@ -183,4 +189,4 @@ The dataset is open but for non-commercial use because some of the data sources
 ```
 ### Contributions
 
-Thanks to [@yvonnegitau](https://github.com/yvonnegitau) for adding this dataset.
+Thanks to [@yvonnegitau](https://github.com/yvonnegitau) for adding this dataset.