{"url":"/dataset/rustance","name":"RuStance","full_name":null,"description_markdown":"Includes Russian tweets and news comments from multiple sources, covering multiple stories, as well as text classification approaches to stance detection as benchmarks over this data in this language.\r\n\r\nSource: [Stance Prediction for Russian: Data and Analysis](/paper/stance-prediction-for-russian-data-and)","description_withheld":null,"homepage":"https://github.com/npenzin/rustance","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/stance-prediction-for-russian-data-and","title":"Stance Prediction for Russian: Data and Analysis","first_author":"Nikita Lozhnikov","url":null},"license":null,"modalities":[],"tasks":[{"name":"Stance Detection","url":"/task/stance-detection","datasets_with_task":"/datasets/task/stance-detection"},{"name":"Stance Classification","url":"/task/stance-classification","datasets_with_task":"/datasets/task/stance-classification"}],"languages":[{"name":"Russian","url":"/datasets/language/russian"}],"variants":["RuStance"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/strombergnlp/rustance","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/npenzin/rustance","url":"https://github.com/npenzin/rustance","frameworks":[]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/stance-detection-on-rustance","task":"Stance Detection","dataset_variant":"RuStance","rows":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Boosting","paper":"/paper/stance-prediction-for-russian-data-and","metrics":{"F1":"0.865"},"code_links":[{"title":"npenzin/rustance","url":"https://github.com/npenzin/rustance"},{"title":"StrombergNLP/rustance","url":"https://github.com/StrombergNLP/rustance"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/stance-prediction-for-russian-data-and","title":"Stance Prediction for Russian: Data and Analysis","date":"2018-09-05","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."}