Datasets:
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---
license: cc-by-4.0
task_categories:
- summarization
language:
- ur
tags:
- Urdu
- Summarization
pretty_name: Urdu Summarization (BBC and DW Urdu News)
size_categories:
- 10K<n<100K
---
# Urdu_DW-BBC-512
## Dataset Description
- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact: [email protected]**
### 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 (monolingual vocabulary; Urdu of 40k tokens) adapted from mT5 with own vocabulary was fine-tuned
-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.
## Dataset Structure
### Data Instances
[More Information Needed]
### 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}
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
## Considerations for Using the Data
### Licensing Information
[More Information Needed]
### Citation Information
[More Information Needed]
### Contributions
[More Information Needed] |