{"url":"/dataset/vietnamese-intent-detection-and-slot-filling","name":"ATIS (vi)","full_name":"Vietnamese Intent Detection and Slot Filling","description_markdown":"This is a dataset for intent detection and slot filling for the Vietnamese language. The dataset consists of 5,871 gold annotated utterances with 28 intent labels and 82 slot types.","description_withheld":null,"homepage":"https://github.com/VinAIResearch/JointIDSF","introduced_date":"2021-04-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/intent-detection-and-slot-filling-for","title":"Intent Detection and Slot Filling for Vietnamese","first_author":"Mai Hoang Dao","url":null},"license":{"name":"Custom (research-only)","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Intent Detection","url":"/task/intent-detection","datasets_with_task":"/datasets/task/intent-detection"},{"name":"Slot Filling","url":"/task/slot-filling","datasets_with_task":"/datasets/task/slot-filling"},{"name":"Intent Classification and Slot Filling","url":"/task/intent-classification-and-slot-filling","datasets_with_task":"/datasets/task/intent-classification-and-slot-filling"}],"languages":[{"name":"Vietnamese","url":"/datasets/language/vietnamese"}],"variants":["ATIS (vi)"],"data_loaders":[{"repo":"https://github.com/VinAIResearch/JointIDSF","url":"https://github.com/VinAIResearch/JointIDSF","frameworks":["pytorch"]}],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/intent-detection-on-vietnamese-intent","task":"Intent Detection","dataset_variant":"ATIS (vi)","rows":1,"metrics":["Intent Accuracy"],"first_row_in_archive_order":{"model":"JointBERT-CAE","paper":"/paper/cae-mechanism-to-diminish-the-class","metrics":{"Intent Accuracy":"97.7"},"code_links":[{"title":"phuongnm94/JointBERT_CAE","url":"https://github.com/phuongnm94/JointBERT_CAE"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/slot-filling-on-vietnamese-intent-detection","task":"Slot Filling","dataset_variant":"ATIS (vi)","rows":1,"metrics":["Slot F1"],"first_row_in_archive_order":{"model":"JointBERT-CAE","paper":"/paper/cae-mechanism-to-diminish-the-class","metrics":{"Slot F1":"95.5"},"code_links":[{"title":"phuongnm94/JointBERT_CAE","url":"https://github.com/phuongnm94/JointBERT_CAE"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/cae-mechanism-to-diminish-the-class","title":"CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task","date":"2022-09-21","rows_on_this_dataset":2,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+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."}