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--- |
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license: cc-by-4.0 |
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task_categories: |
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- summarization |
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language: |
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- ur |
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tags: |
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- Urdu |
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- Summarization |
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pretty_name: Urdu Summarization (BBC and DW Urdu News) |
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size_categories: |
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- 10K<n<100K |
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--- |
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# Urdu_DW-BBC-512 |
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## Dataset Description |
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- **Homepage:** |
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- **Repository:** |
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- **Paper: https://doi.org/10.48550/arXiv.2310.02790** |
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- **Point of Contact: [email protected]** |
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### Dataset Summary |
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- Urdu Summarization Dataset containining 76,637 records of Article + Summary pairs scrapped from BBC Urdu and DW Urdu News Websites. |
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- Preprocessed Version: upto 512 tokens (~words); removed URLs, Pic Captions etc |
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### Supported Tasks and Leaderboards |
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Summarization: Extractive and Abstractive |
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- urT5 adapted from mT5 having monolingual vocabulary only; 40k tokens of Urdu. |
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- Fine-tuned version @ https://huggingface.co/mbshr/urt5-base-finetuned, ref to https://doi.org/10.48550/arXiv.2310.02790 for details. |
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- ROUGE-1 F Score: 40.03 combined, 46.35 BBC Urdu datapoints only and 36.91 DW Urdu datapoints only) |
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- BERTScore: 75.1 combined, 77.0 BBC Urdu datapoints only and 74.16 DW Urdu datapoints only |
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### Languages |
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Urdu. |
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### Data Fields |
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- 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) |
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dtype: {string} |
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- Summary: Short Summary of article written by author of article like highlights. |
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dtype: {string} |
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- Text: Complete Text of article which are intelligently trucated to 512 tokens. |
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dtype: {string} |
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### Citation Information |
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https://doi.org/10.48550/arXiv.2310.02790 |
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