{"url":"/dataset/vnds","name":"VNDS","full_name":"VNDS: A Vietnamese Dataset for Summarization","description_markdown":"A single-document Vietnamese summarization dataset","description_withheld":null,"homepage":"https://github.com/ThanhChinhBK/vietnews","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Abstractive Text Summarization","url":"/task/abstractive-text-summarization","datasets_with_task":"/datasets/task/abstractive-text-summarization"},{"name":"News Summarization","url":"/task/news-summarization","datasets_with_task":"/datasets/task/news-summarization"}],"languages":[{"name":"Vietnamese","url":"/datasets/language/vietnamese"}],"variants":["vietnews","VNDS"],"data_loaders":[{"repo":"https://github.com/ThanhChinhBK/vietnews","url":"https://github.com/ThanhChinhBK/vietnews","frameworks":[]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/abstractive-text-summarization-on-vietnews","task":"Abstractive Text Summarization","dataset_variant":"vietnews","rows":7,"metrics":["Rouge-1","Rouge-2","Rouge-L"],"first_row_in_archive_order":{"model":"Kết quả nghiên cứu","paper":null,"metrics":{"Rouge-1":"67.80","Rouge-2":"24.32","Rouge-L":"39.69"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/vit5-pretrained-text-to-text-transformer-for","title":"ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation","date":"2022-05-13","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/bartpho-pre-trained-sequence-to-sequence","title":"BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese","date":"2021-09-20","rows_on_this_dataset":1,"code_links":3,"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."}