{"url":"/dataset/thyme-2016","name":"THYME-2016","full_name":null,"description_markdown":"","description_withheld":null,"homepage":"","introduced_date":"2016-06-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/semeval-2016-task-12-clinical-tempeval","title":"SemEval-2016 Task 12: Clinical TempEval","first_author":"Steven Bethard","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"Named Entity Recognition (NER)","url":"/task/named-entity-recognition-ner","datasets_with_task":"/datasets/task/named-entity-recognition-ner"},{"name":"Temporal Information Extraction","url":"/task/temporal-information-extraction","datasets_with_task":"/datasets/task/temporal-information-extraction"},{"name":"Negation Detection","url":"/task/negation-detection","datasets_with_task":"/datasets/task/negation-detection"},{"name":"Weakly Supervised Classification","url":"/task/weakly-supervised-classification","datasets_with_task":"/datasets/task/weakly-supervised-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["THYME-2016"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/weakly-supervised-classification-on-thyme","task":"Weakly Supervised Classification","dataset_variant":"THYME-2016","rows":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Trove","paper":"/paper/trove-ontology-driven-weak-supervision-for","metrics":{"F1":"72.9"},"code_links":[{"title":"som-shahlab/trove","url":"https://github.com/som-shahlab/trove"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/trove-ontology-driven-weak-supervision-for","title":"Ontology-driven weak supervision for clinical entity classification in electronic health records","date":"2020-08-05","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":2,"samples_ran":2,"samples_unverified":0,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":2,"samples_ran":2,"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."}