{"url":"/dataset/twitter-stance-election-2020","name":"Twitter Stance Election 2020","full_name":null,"description_markdown":"The data set contains 2500 manually-stance-labeled tweets, 1250 for each candidate (Joe Biden and Donald Trump). These tweets were sampled from the unlabeled set that our research team collected English tweets related to the 2020 US Presidential election. Through the Twitter Streaming API, the authors collected data using election-related hashtags and keywords. Between January 2020 and September 2020, over 5 million tweets were collected, not including quotes and retweets.\r\n\r\nPaper: Knowledge Enhanced Masked Language Model for Stance Detection","description_withheld":null,"homepage":"https://github.com/GU-DataLab/stance-detection-KE-MLM","introduced_date":"2021-05-26","introduced_date_note":null,"introduced_by":{"paper":"/paper/knowledge-enhanced-masked-language-model-for","title":"Knowledge Enhanced Masked Language Model for Stance Detection","first_author":"Kornraphop Kawintiranon","url":null},"license":{"name":"GNU General Public License v3.0","url":"https://github.com/GU-DataLab/stance-detection-KE-MLM/blob/main/LICENSE"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"},{"name":"Stance Detection","url":"/task/stance-detection","datasets_with_task":"/datasets/task/stance-detection"},{"name":"Stance Detection (US Election 2020 - Biden)","url":"/task/stance-detection-us-election-2020-biden","datasets_with_task":"/datasets/task/stance-detection-us-election-2020-biden"},{"name":"Stance Detection (US Election 2020 - Trump)","url":"/task/stance-detection-us-election-2020-trump","datasets_with_task":"/datasets/task/stance-detection-us-election-2020-trump"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Twitter Stance Election 2020"],"data_loaders":[{"repo":"https://github.com/GU-DataLab/stance-detection-KE-MLM","url":"https://github.com/GU-DataLab/stance-detection-KE-MLM","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-us-election-2020-biden-on","task":"Stance Detection (US Election 2020 - Biden)","dataset_variant":"Twitter Stance Election 2020","rows":1,"metrics":["Average F1"],"first_row_in_archive_order":{"model":"KE-MLM","paper":"/paper/knowledge-enhanced-masked-language-model-for","metrics":{"Average F1":"0.7577"},"code_links":[{"title":"GU-DataLab/stance-detection-KE-MLM","url":"https://github.com/GU-DataLab/stance-detection-KE-MLM"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/stance-detection-us-election-2020-trump-on","task":"Stance Detection (US Election 2020 - Trump)","dataset_variant":"Twitter Stance Election 2020","rows":1,"metrics":["Average F1"],"first_row_in_archive_order":{"model":"KE-MLM","paper":"/paper/knowledge-enhanced-masked-language-model-for","metrics":{"Average F1":"0.7877"},"code_links":[{"title":"GU-DataLab/stance-detection-KE-MLM","url":"https://github.com/GU-DataLab/stance-detection-KE-MLM"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/knowledge-enhanced-masked-language-model-for","title":"Knowledge Enhanced Masked Language Model for Stance Detection","date":"2021-05-26","rows_on_this_dataset":2,"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."}