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bert2bert-fa-news-headline
m3hrdadfi/bert2bert-fa-news-headline
bert2bert-fa-news-headline is a summarization model from m3hrdadfi. Use it when you need a shorter version of a longer text. It is set up for transformers. The card lists the license as apache-2.0.
A Bert2Bert model on VoA Persian Corpus (a medium-sized corpus of 7.9 million words, 2003-2008) generates headlines. The model achieved a 25.30 ROUGE-2 score.
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At a glance
- Task
- Summarization
- Library
- transformers
- License
- apache-2.0
- Model type
- encoder-decoder
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2020
- SHA
- 7e55193b
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Model card
From the Hugging Face model README
A Bert2Bert model on VoA Persian Corpus (a medium-sized corpus of 7.9 million words, 2003-2008) generates headlines. The model achieved a 25.30 ROUGE-2 score.
For more detail, please follow the News Headline Generation repo.
Eval results
The following table summarizes the ROUGE scores obtained by the Bert2Bert model.
| % | Precision | Recall | FMeasure |
|---|---|---|---|
| ROUGE-1 | 43.78 | 45.52 | 43.54 |
| ROUGE-2 | 24.50 | 25.30* | 24.24 |
| ROUGE-L | 41.20 | 42.22 | 40.76 |
Questions?
Post a Github issue on the News Headline Generation repo.
- Task
- Summarization
- Library
- transformers
- Type
- encoder-decoder
- License
- apache-2.0
- Languages
- fa
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2020