{"url":"/dataset/zeshel","name":"ZESHEL","full_name":null,"description_markdown":"ZESHEL is a zero-shot entity linking dataset, which places more emphasis on understanding the unstructured descriptions of entities to resolve the ambiguity of mentions on four unseen domains.\r\n\r\nThis dataset was constructed using Wikias from FANDOM.","description_withheld":null,"homepage":"https://github.com/lajanugen/zeshel","introduced_date":"2019-06-18","introduced_date_note":null,"introduced_by":{"paper":"/paper/zero-shot-entity-linking-by-reading-entity","title":"Zero-Shot Entity Linking by Reading Entity Descriptions","first_author":"Lajanugen Logeswaran","url":null},"license":{"name":"CC-BY-SA","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Entity Linking","url":"/task/entity-linking","datasets_with_task":"/datasets/task/entity-linking"},{"name":"Entity Retrieval","url":"/task/entity-retrieval","datasets_with_task":"/datasets/task/entity-retrieval"}],"languages":[],"variants":["ZESHEL"],"data_loaders":[],"num_papers_in_archive":25,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/entity-linking-on-zeshel","task":"Entity Linking","dataset_variant":"ZESHEL","rows":2,"metrics":["Unnormalized Accuracy","Recall@64"],"first_row_in_archive_order":{"model":"ArboEL","paper":"/paper/entity-linking-via-explicit-mention-mention-1","metrics":{"Unnormalized Accuracy":"62.53"},"code_links":[{"title":"dhdhagar/arboEL","url":"https://github.com/dhdhagar/arboEL"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/entity-linking-via-explicit-mention-mention-1","title":"Entity Linking via Explicit Mention-Mention Coreference Modeling","date":"2022-07-01","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."}