Datasets › OrangeSum
OrangeSum
Source: BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
OrangeSum is a single-document extreme summarization dataset with two tasks: title and abstract. Ground truth summaries are respectively 11.42 and 32.12 words in length on average, for the title and abstract tasks respectively, while document sizes are 315 and 350 words.
The motivation for OrangeSum was to put together a French equivalent of the XSum dataset.
Unlike the historical CNN, DailyMail, and NY Times datasets, OrangeSum requires the models to display a high degree of abstractivity to perform well. OrangeSum was created by scraping articles and their titles and abstracts from the Orange Actu website.
Scraped pages cover almost a decade from Feb 2011 to Sep 2020, and belong to five main categories: France, world, politics, automotive, and society. The society category is itself divided into 8 subcategories: health, environment, people, culture, media, high-tech, unsual ("insolite" in French), and miscellaneous.
The dataset is publicly available at: https://github.com/Tixierae/OrangeSum.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Text Summarization | OrangeSum | mBARThez (OrangeSum abstract) ROUGE-1 32.67 | BARThez: a Skilled Pretrained French Sequence-to-Sequence Model | huggingface/transformers +4 | 2 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 8. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| BARThez: a Skilled Pretrained French Sequence-to-Sequence Model | 5 | 2 | 23 Oct 2020 | not harvested |
Dataset loaders archive 2025-07-28
5 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- OrangeSum
- orange_sum
- OrangeSum-Abstract
- OrangeSum-Title
4 variant names, as the archive lists them.
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