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