Update README.md

README.md

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 - ka
 - ta
 - ur
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+---
+# Bhasha Wiki Indic Context
+
+<!-- Provide a quick summary of the dataset. -->
+This dataset has Wikipedia articles pertaining to Indian context.
+## Dataset Details
+
+### Dataset Description
+
+<!-- Provide a longer summary of what this dataset is. -->
+We filtered out Indian context data from [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia) dataset's English articles by keywords.
+Further we trained a model to classify for Indian content vs Not Indian content to narrow down filtered English articles.
+We then translated these artices to 6 Indian languages (Hindi, Bengali, Gujarati, Tamil, Kannada, Urdu) using AI4Bharat's [IndicTrans2](https://huggingface.co/ai4bharat/indictrans2-en-indic-1B). The dataset has been cleaned and can be used for pre-training multilingual LLMs.
+
+
+- **Curated by:** [Soket AI Labs](https://soket.ai/)
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [cc-by-sa-3.0]
+
+## Uses
+
+<!-- Address questions around how the dataset is intended to be used. -->
+The dataset is focussed on Indian factual content for pre-training LLMs where Indian knowledge and contextual understanding is required.
+
+## 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. -->
+Each row corresponds to a wikipedia article with the decription of article in source language(english) and translations in 6 indian languages.
+Each description column in different languages is a list of sentences/multiple sentences and can be concatenated to get cleaned article decription.
+
+## Dataset Creation
+
+### Curation Rationale
+
+<!-- Motivation for the creation of this dataset. -->
+
+[More Information Needed]
+
+### Source Data
+
+<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
+Wikpedia english articles from [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia)
+
+#### Data Collection and Processing
+
+<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
+
+[More Information Needed]
+
+
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Though we tried to filter as much Indic context articles as possible with high Recall, there might be some non indic articles mixed in them as well.
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+
+## Dataset Card Authors [optional]
+
+[More Information Needed]
+
+## Dataset Card Contact
+
+[More Information Needed]