{"url":"/dataset/wiki-zsl","name":"Wiki-ZSL","full_name":null,"description_markdown":"The Wiki-ZSL (Wiki Zero-Shot Learning) dataset contains 113 relations and 94,383 instances from Wikipedia. The dataset is divided into three subsets: training set (98 relations), validation set (5 relations) and test set (10 relations).","description_withheld":null,"homepage":"","introduced_date":"2021-04-10","introduced_date_note":null,"introduced_by":{"paper":"/paper/zs-bert-towards-zero-shot-relation-extraction","title":"ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning","first_author":"Chih-Yao Chen","url":null},"license":{"name":"N/A","url":"https://github.com/dinobby/ZS-BERT"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Zero-shot Relation Triplet Extraction","url":"/task/zero-shot-relation-triplet-extraction","datasets_with_task":"/datasets/task/zero-shot-relation-triplet-extraction"},{"name":"Zero-shot Relation Classification","url":"/task/zero-shot-relation-classification","datasets_with_task":"/datasets/task/zero-shot-relation-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Wiki-ZSL"],"data_loaders":[],"num_papers_in_archive":24,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/zero-shot-relation-triplet-extraction-on-wiki","task":"Zero-shot Relation Triplet Extraction","dataset_variant":"Wiki-ZSL","rows":2,"metrics":["Avg. F1"],"first_row_in_archive_order":{"model":"RelationPrompt","paper":"/paper/relationprompt-leveraging-prompts-to-generate","metrics":{"Avg. F1":"31.19"},"code_links":[{"title":"declare-lab/relationprompt","url":"https://github.com/declare-lab/relationprompt"},{"title":"declare-lab/hyperred","url":"https://github.com/declare-lab/hyperred"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/relationprompt-leveraging-prompts-to-generate","title":"RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction","date":"2022-03-17","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":26,"samples_ran":15,"samples_unverified":11,"pointer_only_for_licence":16,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/two-are-better-than-one-joint-entity-and","title":"Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders","date":"2020-10-08","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":3,"samples_ran":0,"samples_unverified":3,"pointer_only_for_licence":3,"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":2,"samples_harvested":29,"samples_ran":15,"samples_unverified":14,"pointer_only_for_licence":19,"papers_with_no_sample_that_ran":1,"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."}