# Urdu_DW-BBC-512

## Dataset Description

- **Homepage:** 
- **Repository:** 
- **Paper: https://doi.org/10.48550/arXiv.2310.02790** 
- **Point of Contact: mubashir.munaaf@gmail.com** 

### 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

task_categories:summarization size_categories:10K<n<100K language:ur license:cc-by-4.0 Urdu Summarization doi:10.57967/hf/1218 region:us
{"language": ["ur"], "license": "cc-by-4.0", "size_categories": ["10K<n<100K"], "task_categories": ["summarization"], "pretty_name": "Urdu Summarization (BBC and DW Urdu News)", "tags": ["Urdu", "Summarization"]}
TAGS
#task_categories-summarization #size_categories-10K<n<100K #language-Urdu #license-cc-by-4.0 #Urdu #Summarization #doi-10.57967/hf/1218 #region-us 

# Urdu_DW-BBC-512

## Dataset Description

- Homepage: 
- Repository: 
- Paper: URL 
- Point of Contact: URL@URL 

### 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 @ URL ref to URL 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}



URL

# Urdu_DW-BBC-512 ## Dataset Description

- Homepage: 
- Repository: 
- Paper: URL 
- Point of Contact: URL@URL ### 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 @ URL ref to URL 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}



URL
TAGS
#task_categories-summarization #size_categories-10K<n<100K #language-Urdu #license-cc-by-4.0 #Urdu #Summarization #doi-10.57967/hf/1218 #region-us 
 # Urdu_DW-BBC-512 ## Dataset Description

- Homepage: 
- Repository: 
- Paper: URL 
- Point of Contact: URL@URL ### 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 @ URL ref to URL 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}



URL