{"url":"/dataset/wizard-of-wikipedia","name":"Wizard of Wikipedia","full_name":null,"description_markdown":"**Wizard of Wikipedia** is a large dataset with conversations directly grounded with knowledge retrieved from Wikipedia. It is used to train and evaluate dialogue systems for knowledgeable open dialogue with clear grounding","description_withheld":null,"homepage":"https://parl.ai/projects/wizard_of_wikipedia/","introduced_date":"2018-11-03","introduced_date_note":null,"introduced_by":{"paper":"/paper/wizard-of-wikipedia-knowledge-powered","title":"Wizard of Wikipedia: Knowledge-Powered Conversational agents","first_author":"Emily Dinan","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Visual Dialog","url":"/task/visual-dialogue","datasets_with_task":"/datasets/task/visual-dialogue"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Wizard of Wikipedia"],"data_loaders":[],"num_papers_in_archive":145,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/visual-dialog-on-wizard-of-wikipedia","task":"Visual Dialog","dataset_variant":"Wizard of Wikipedia","rows":1,"metrics":["BLEU-4","F1","ROUGE-L"],"first_row_in_archive_order":{"model":"Multi-Modal BlenderBot","paper":"/paper/multi-modal-open-domain-dialogue","metrics":{"BLEU-4":"2.2","F1":"18.6","ROUGE-L":"17.4"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/multi-modal-open-domain-dialogue","title":"Multi-Modal Open-Domain Dialogue","date":"2020-10-02","rows_on_this_dataset":1,"code_links":0,"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."}