{"url":"/dataset/share-clef-2014-task-2-disorders","name":"ShARe/CLEF 2014: Task 2 Disorders","full_name":null,"description_markdown":"","description_withheld":null,"homepage":"https://physionet.org/content/shareclefehealth2014task2/1.0/","introduced_date":"2013-11-01","introduced_date_note":null,"introduced_by":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":"Entity Linking","url":"/task/entity-linking","datasets_with_task":"/datasets/task/entity-linking"},{"name":"Weakly-Supervised Named Entity Recognition","url":"/task/weakly-supervised-named-entity-recognition","datasets_with_task":"/datasets/task/weakly-supervised-named-entity-recognition"},{"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":["ShARe/CLEF 2014: Task 2 Disorders"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/weakly-supervised-classification-on-share","task":"Weakly Supervised Classification","dataset_variant":"ShARe/CLEF 2014: Task 2 Disorders","rows":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Trove","paper":"/paper/trove-ontology-driven-weak-supervision-for","metrics":{"F1":"92.7"},"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."}