mbshr/XSUMUrdu-DW_BBC

Urdu_DW-BBC-512

Dataset Summary

• Urdu Summarization Dataset containining 76,637 records of Article + Summary pairs scrapped from BBC Urdu and DW Urdu News Websites.
• Preprocessed Version: upto 512 tokens (~words); removed URLs, Pic Captions etc

Supported Tasks and Leaderboards

Summarization: Extractive and Abstractive

• urT5 adapted from mT5 having monolingual vocabulary only; 40k tokens of Urdu.
  • Fine-tuned version @ https://huggingface.co/mbshr/urt5-base-finetuned, ref to https://doi.org/10.48550/arXiv.2310.02790 for details.
• ROUGE-1 F Score: 40.03 combined, 46.35 BBC Urdu datapoints only and 36.91 DW Urdu datapoints only)
• BERTScore: 75.1 combined, 77.0 BBC Urdu datapoints only and 74.16 DW Urdu datapoints only

Languages

Urdu.

Data Fields

- url: URL of the article from where it was scrapped (BBC Urdu URLs in english topic text with number & DW Urdu with Urdu topic text)
  dtype: {string}
- Summary: Short Summary of article written by author of article like highlights.
  dtype: {string}
- Text: Complete Text of article which are intelligently trucated to 512 tokens.
  dtype: {string}

Citation Information

https://doi.org/10.48550/arXiv.2310.02790