{"url":"/dataset/vast","name":"VAST","full_name":"VAried Stance Topics","description_markdown":"VAST consists of a large range of topics covering broad themes, such as politics (e.g., ‘a Palestinian state’), education (e.g., ‘charter schools’), and public health (e.g., ‘childhood vaccination’). In addition, the data includes a wide range of similar expressions (e.g., ‘guns on campus’ versus ‘firearms on campus’). This variation captures how humans might realistically describe the same topic and contrasts with the lack of variation in existing datasets.\r\n\r\nSource: [Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations](https://arxiv.org/pdf/2010.03640v1.pdf)","description_withheld":null,"homepage":"https://github.com/emilyallaway/zero-shot-stance","introduced_date":"2020-10-07","introduced_date_note":null,"introduced_by":{"paper":"/paper/zero-shot-stance-detection-a-dataset-and","title":"Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations","first_author":"Emily Allaway","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Stance Detection","url":"/task/stance-detection","datasets_with_task":"/datasets/task/stance-detection"}],"languages":[],"variants":["VAST"],"data_loaders":[{"repo":"https://github.com/emilyallaway/zero-shot-stance","url":"https://github.com/emilyallaway/zero-shot-stance","frameworks":["pytorch"]}],"num_papers_in_archive":18,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/stance-detection-on-vast","task":"Stance Detection","dataset_variant":"VAST","rows":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"TESTED","paper":"/paper/topic-guided-sampling-for-data-efficient","metrics":{"F1":"57.47"},"code_links":[{"title":"copenlu/TESTED","url":"https://github.com/copenlu/TESTED"},{"title":"copenlu/TESTED","url":"https://github.com/copenlu/TESTED/blob/main/README.md"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/topic-guided-sampling-for-data-efficient","title":"Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection","date":"2023-06-01","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."}