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mbshr/urt5-base-finetuned

sourceHugging Faceupdated 3y agoView on Hugging Face
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Summarization Model (Type:T5)

Summarization: Extractive and Abstractive

  • —urT5 adapted from mT5 having monolingual vocabulary only; 40k tokens of Urdu.
  • —Fine-tuned on https://huggingface.co/mbshr/XSUMUrdu-DW_BBC, ref to https://doi.org/10.48550/arXiv.2310.02790 for details.

Model Description

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  • —Model type: urT5 adapted version of mT5
  • —Language(s) (NLP): Urdu
  • —Finetuned from model: google/mt5-base

Model Sources

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  • —Repository: [More Information Needed]
  • —Paper: https://doi.org/10.48550/arXiv.2310.02790

Uses

Summarization

Evaluation & Results

<!-- This section describes the evaluation protocols and provides the results. --> Evaluated on https://huggingface.co/mbshr/XSUMUrdu-DW_BBC

  • —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

Citation [optional]

<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. --> https://doi.org/10.48550/arXiv.2310.02790

Contact

  • —mubashir.munaaf@gmail.com