{"url":"/dataset/persian-atis","name":"Persian-ATIS","full_name":null,"description_markdown":"The PATIS is a Persian language dataset for intent detection and slot filling.","description_withheld":null,"homepage":"https://github.com/DSInCenter/Persian-Atis","introduced_date":"2023-03-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/a-persian-benchmark-for-joint-intent","title":"A Persian Benchmark for Joint Intent Detection and Slot Filling","first_author":"Masoud Akbari","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Intent Detection","url":"/task/intent-detection","datasets_with_task":"/datasets/task/intent-detection"},{"name":"Out of Distribution (OOD) Detection","url":"/task/ood-detection","datasets_with_task":"/datasets/task/ood-detection"},{"name":"Intent Discovery","url":"/task/intent-discovery","datasets_with_task":"/datasets/task/intent-discovery"},{"name":"slot-filling","url":"/task/slot-filling-1","datasets_with_task":"/datasets/task/slot-filling-1"}],"languages":[{"name":"Persian","url":"/datasets/language/persian"}],"variants":["Persian-ATIS"],"data_loaders":[{"repo":"https://github.com/Makbari1997/Persian-Atis","url":"https://github.com/Makbari1997/Persian-Atis","frameworks":[]},{"repo":"https://github.com/DSInCenter/Persian-Atis","url":"https://github.com/DSInCenter/Persian-Atis","frameworks":[]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/intent-discovery-on-persian-atis","task":"Intent Discovery","dataset_variant":"Persian-ATIS","rows":1,"metrics":["ARI"],"first_row_in_archive_order":{"model":"k-PCA + HDBSCAN","paper":"/paper/a-hybrid-architecture-for-out-of-domain","metrics":{"ARI":"11.97"},"code_links":[{"title":"Makbari1997/VAE-KPCA-HDBSCAN","url":"https://github.com/Makbari1997/VAE-KPCA-HDBSCAN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/out-of-distribution-ood-detection-on-persian","task":"Out of Distribution (OOD) Detection","dataset_variant":"Persian-ATIS","rows":1,"metrics":["F1 Macro"],"first_row_in_archive_order":{"model":"BERT + VAE","paper":"/paper/a-hybrid-architecture-for-out-of-domain","metrics":{"F1 Macro":"79.03"},"code_links":[{"title":"Makbari1997/VAE-KPCA-HDBSCAN","url":"https://github.com/Makbari1997/VAE-KPCA-HDBSCAN"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/a-hybrid-architecture-for-out-of-domain","title":"A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery","date":"2023-03-07","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."}