Update README.md

README.md

@@ -27,7 +27,7 @@ This dataset has Wikipedia articles pertaining to Indian context.
 The dataset is built from Wikipedia articles taken from [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia). 
 We filtered, cleaned and translated English articles related to India and Indian context out of entire dataset.
 
-\Each example has contents of a full cleaned wikipedia article and it's translations in 6 Indian languages.
+Each example has contents of a full cleaned wikipedia article and it's translations in 6 Indian languages.
 
 
 - **Curated by:** [Soket AI Labs](https://soket.ai/)
@@ -54,13 +54,13 @@ Here are token counts for each language:
 - Kannada: 201.3 millions
 - Urdu: 204.9 millions
 
-\These numbers were extrapolated from calculations on 10% of randomly sampled dataset.\
+These numbers were extrapolated from calculations on 10% of randomly sampled dataset.\
 
 Each row corresponds to a wikipedia article with the decription of article in source language(english) and translations in 6 indian languages.  
 The title is in english and descriptions in different languages is represented by column name of format "language_code"_"script". 
 Each description column in different languages is a list of sentences/multiple sentences and can be concatenated to get cleaned article decription.
-\\Each row is of the format:
 
+Each row is of the format:
 {'id': '1',
  'url': 'https://simple.wikipedia.org/sample_article',
  'title': 'Sample article',