{"url":"/dataset/ua-gec","name":"UA-GEC","full_name":"UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language","description_markdown":"UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language","description_withheld":null,"homepage":"https://github.com/grammarly/ua-gec","introduced_date":"2021-03-31","introduced_date_note":null,"introduced_by":{"paper":"/paper/ua-gec-grammatical-error-correction-and","title":"UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language","first_author":"Oleksiy Syvokon","url":null},"license":{"name":"CC-BY-4.0 License","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Grammatical Error Correction","url":"/task/grammatical-error-correction","datasets_with_task":"/datasets/task/grammatical-error-correction"}],"languages":[{"name":"Ukrainian","url":"/datasets/language/ukrainian"}],"variants":["UA-GEC"],"data_loaders":[],"num_papers_in_archive":9,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/grammatical-error-correction-on-ua-gec","task":"Grammatical Error Correction","dataset_variant":"UA-GEC","rows":5,"metrics":["F0.5"],"first_row_in_archive_order":{"model":"Llama + 1M BT + gold","paper":"/paper/to-err-is-human-but-llamas-can-learn-it-too","metrics":{"F0.5":"74.09"},"code_links":[{"title":"TartuNLP/gec-llm","url":"https://github.com/TartuNLP/gec-llm"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/gpt-3-5-for-grammatical-error-correction","title":"GPT-3.5 for Grammatical Error Correction","date":"2024-05-14","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/comparative-study-of-models-trained-on","title":"Comparative study of models trained on synthetic data for Ukrainian grammatical error correction","date":"2024-05-05","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/to-err-is-human-but-llamas-can-learn-it-too","title":"To Err Is Human, but Llamas Can Learn It Too","date":"2024-03-08","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/redpennet-for-grammatical-error-correction","title":"RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans","date":"2023-09-19","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/a-low-resource-approach-to-the-grammatical","title":"A Low-Resource Approach to the Grammatical Error Correction of Ukrainian","date":"2023-05-05","rows_on_this_dataset":1,"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."}