Datasets › EurekaAlert
EurekaAlert (Eureka Alert)
This dataset contains around 5000 scholarly articles and their corresponding easy summary from eureka alert blog, the dataset can be used for the combined task of summarization and simplification.
Benchmarks archive 2025-07-28
All 2 leaderboards 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 Simplification | EurekaAlert | MedTSS-BART (Without Training) Rouge1 35.17 | MedTSS: transforming abstractive summarization of... | NadiaSaeed/MedTSS | 3 | Compare |
| Text Summarization | EurekaAlert | SATS Avg. Test Rouge1 34.24 | SATS: simplification aware text summarization of... | — | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers 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 4. 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 | |||
|---|---|---|---|---|
| SATS: simplification aware text summarization of scientific documents | 0 | 2 | 10 Jul 2024 | not harvested |
| MedTSS: transforming abstractive summarization of scientific articles with linguistic analysis and concept reinforcement | 1 | 1 | 30 Jan 2024 | not harvested |
| HTSS: A Novel Hybrid Text Summarisation and Simplification Architecture | 2 | 1 | 13 Jul 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- EurekaAlert
1 variant name, as the archive lists them.
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