{"url":"/dataset/pizza","name":"PIZZA","full_name":null,"description_markdown":"PIZZA is a dataset for parsing pizza and drink orders, whose semantics cannot be captured by flat slots and intents.\r\n\r\nSource: [PIZZA: A new benchmark for complex end-to-end task-oriented parsing](https://arxiv.org/pdf/2212.00265v1.pdf)\r\n\r\nImage Source: [https://arxiv.org/pdf/2212.00265v1.pdf](https://arxiv.org/pdf/2212.00265v1.pdf)","description_withheld":null,"homepage":"https://github.com/amazon-science/pizza-semantic-parsing-dataset","introduced_date":"2022-12-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/pizza-a-new-benchmark-for-complex-end-to-end","title":"PIZZA: A new benchmark for complex end-to-end task-oriented parsing","first_author":"Konstantine Arkoudas","url":null},"license":{"name":"Attribution-NonCommercial 4.0 International","url":"https://github.com/amazon-science/pizza-semantic-parsing-dataset/blob/main/LICENSE"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Entity Resolution","url":"/task/entity-resolution","datasets_with_task":"/datasets/task/entity-resolution"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["PIZZA"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}