Update README.md

README.md

@@ -7,14 +7,15 @@ language_creators:
 - found
 language:
 - kk
+- ru
 multilinguality:
-- monolingual
+- bilingual
 source_datasets:
 - original
 task_categories:
 - text-generation
 - fill-mask
-pretty_name: MKD | Multi-Domain Kazakh Dataset
+pretty_name: MDBKD | Multi-Domain Bilingual Kazakh Dataset
 ---
 
 # Dataset Description
@@ -23,7 +24,7 @@ pretty_name: MKD | Multi-Domain Kazakh Dataset
 
 ### Dataset Summary
 
-MKD | Multi-Domain Kazakh Dataset is a Kazakh-language dataset containing just over 24 883 808 unique texts from multiple domains.
+MDBKD | Multi-Domain Bilingual Kazakh Dataset is a Kazakh-language dataset containing just over 24 883 808 unique texts from multiple domains.
 
 ### Supported Tasks
 
@@ -48,13 +49,13 @@ For each instance, there is a string for the text and a string for the id.
 
 - `text`: a string containing the content body
 - `predicted_language`: a string containing the predicted label of language for the text
-- `contains_kaz_symbols`: a integer containing the indicator, contains text a kazakh symbols or not
-- `id`: a string which is hexidecimal hash for text in split
+- `contains_kaz_symbols`: an integer containing flag of any kazakh symbol in text
+- `id`: a string which is a hexidecimal hash for text in split
   
   
 ### Data Splits
 
-The Multi-Domain Kazakh dataset has 5 splits: _cc100-monolingual-crawled-data_, _kazakhBooks_, _leipzig_, _oscar_ and _kazakhNews_. Below are the statistics of the dataset:
+The MDBKD has 5 splits: [_cc100-monolingual-crawled-data_](https://data.statmt.org/cc-100/), _kazakhBooks_, [_leipzig_](https://wortschatz.uni-leipzig.de/en/download/Kazakh), [_oscar_](https://oscar-project.github.io/documentation/versions/oscar-2301/) and _kazakhNews_. Below are the statistics of the dataset:
 
 | Dataset Split                  |       Domain         |   Number of texts in Split   | Number of tokens in Split | Number of unique tokens in Split | Median number of tokens in text |
 | -------------------------------|----------------------|------------------------------| --------------------------|----------------------------------|---------------------------------|
@@ -88,7 +89,7 @@ The purpose of this dataset is to organize open-source datasets on the Kazakh la
 
 ### Licensing Information
 
-The Multi-Domain Kazakh dataset version 1.0.0 is released under the [Apache-2.0 License](http://www.apache.org/licenses/LICENSE-2.0). 
+The Multi-Domain Bilingual kazakh dataset version 1.0.0 is released under the [Apache-2.0 License](http://www.apache.org/licenses/LICENSE-2.0). 
 
 
 ### Contributions