From 06d468d3f07955e4d6ff82feda17120e0e17d987 Mon Sep 17 00:00:00 2001 From: Mehrdad Farahani Date: Mon, 16 Nov 2020 13:34:38 +0330 Subject: [PATCH] Readme for News Headline Generation (bert2bert) (#8557) --- .../bert2bert-fa-news-headline/README.md | 24 +++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 model_cards/m3hrdadfi/bert2bert-fa-news-headline/README.md diff --git a/model_cards/m3hrdadfi/bert2bert-fa-news-headline/README.md b/model_cards/m3hrdadfi/bert2bert-fa-news-headline/README.md new file mode 100644 index 0000000000..c456a67816 --- /dev/null +++ b/model_cards/m3hrdadfi/bert2bert-fa-news-headline/README.md @@ -0,0 +1,24 @@ +--- +language: fa +license: apache-2.0 +tags: +- summarization +--- + +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](https://github.com/m3hrdadfi/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](https://github.com/hooshvare/news-headline-generation/issues) repo.