{"url":"/dataset/eurekaalert","name":"EurekaAlert","full_name":"Eureka Alert","description_markdown":"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.","description_withheld":null,"homepage":"https://github.com/farooqzaman1/HTSS/tree/main/data","introduced_date":"2020-07-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/htss-a-novel-hybrid-text-summarisation-and","title":"HTSS: A Novel Hybrid Text Summarisation and Simplification Architecture","first_author":"Farooq Zaman","url":null},"license":null,"modalities":[],"tasks":[{"name":"Text Summarization","url":"/task/text-summarization","datasets_with_task":"/datasets/task/text-summarization"},{"name":"Text Simplification","url":"/task/text-simplification","datasets_with_task":"/datasets/task/text-simplification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["EurekaAlert"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/text-simplification-on-eurekaalert","task":"Text Simplification","dataset_variant":"EurekaAlert","rows":3,"metrics":["Rouge1","SARI"],"first_row_in_archive_order":{"model":"MedTSS-BART (Without Training)","paper":"/paper/medtss-transforming-abstractive-summarization","metrics":{"Rouge1":"35.17"},"code_links":[{"title":"NadiaSaeed/MedTSS","url":"https://github.com/NadiaSaeed/MedTSS"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/text-summarization-on-eurekaalert","task":"Text Summarization","dataset_variant":"EurekaAlert","rows":1,"metrics":["Avg. Test Rouge1"],"first_row_in_archive_order":{"model":"SATS","paper":"/paper/sats-simplification-aware-text-summarization","metrics":{"Avg. Test Rouge1":"34.24"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/sats-simplification-aware-text-summarization","title":"SATS: simplification aware text summarization of scientific documents","date":"2024-07-10","rows_on_this_dataset":2,"code_links":0,"syntology":null},{"paper":"/paper/medtss-transforming-abstractive-summarization","title":"MedTSS: transforming abstractive summarization of scientific articles with linguistic analysis and concept reinforcement","date":"2024-01-30","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/htss-a-novel-hybrid-text-summarisation-and","title":"HTSS: A Novel Hybrid Text Summarisation and Simplification Architecture","date":"2020-07-13","rows_on_this_dataset":1,"code_links":2,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}