{"url":"/dataset/inshorts-news","name":"Inshorts News","full_name":"Inshorts English News dataset","description_markdown":"Inshorts News dataset Inshorts provides a news summary in 60 words or less. Inshorts is a news service that offers short summaries of news from around the web. This dataset contains headlines and a summary of news items and their source.","description_withheld":null,"homepage":"","introduced_date":"2023-06-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/an-abstractive-text-summarization-technique","title":"An abstractive text summarization technique using transformer model with self-attention mechanism","first_author":"Sandeep Kumar","url":null},"license":null,"modalities":[],"tasks":[{"name":"Text Summarization","url":"/task/text-summarization","datasets_with_task":"/datasets/task/text-summarization"},{"name":"Abstractive Text Summarization","url":"/task/abstractive-text-summarization","datasets_with_task":"/datasets/task/abstractive-text-summarization"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Inshorts News"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/abstractive-text-summarization-on-inshorts","task":"Abstractive Text Summarization","dataset_variant":"Inshorts News","rows":1,"metrics":["ROUGE"],"first_row_in_archive_order":{"model":"T2SAM","paper":"/paper/an-abstractive-text-summarization-technique","metrics":{"ROUGE":"48.50"},"code_links":[{"title":"sandeep16064/ats","url":"https://github.com/sandeep16064/ats"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/an-abstractive-text-summarization-technique","title":"An abstractive text summarization technique using transformer model with self-attention mechanism","date":"2023-06-01","rows_on_this_dataset":1,"code_links":1,"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."}