{"url":"/dataset/biomrc","name":"BIOMRC","full_name":null,"description_markdown":"A large-scale cloze-style biomedical MRC dataset. Care was taken to reduce noise, compared to the previous BIOREAD dataset of Pappas et al. (2018).\r\n\r\nSource: [BIOMRC: A Dataset for Biomedical Machine Reading Comprehension](/paper/biomrc-a-dataset-for-biomedical-machine)","description_withheld":null,"homepage":"http://nlp.cs.aueb.gr/publications.html","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/biomrc-a-dataset-for-biomedical-machine","title":"BIOMRC: A Dataset for Biomedical Machine Reading Comprehension","first_author":"Petros Stavropoulos","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Medical","url":"/datasets/modality/medical"}],"tasks":[{"name":"Reading Comprehension","url":"/task/reading-comprehension","datasets_with_task":"/datasets/task/reading-comprehension"},{"name":"Machine Reading Comprehension","url":"/task/machine-reading-comprehension","datasets_with_task":"/datasets/task/machine-reading-comprehension"}],"languages":[],"variants":["BIOMRC"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/nlpaueb/biomrc","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/biomrc","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":13,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/machine-reading-comprehension-on-biomrc","task":"Machine Reading Comprehension","dataset_variant":"BIOMRC","rows":1,"metrics":["Acc"],"first_row_in_archive_order":{"model":"MLP-based-weighting (on BIOMRC Lite)","paper":"/paper/contextual-embedding-and-model-weighting-by","metrics":{"Acc":"88.0"},"code_links":[{"title":"leoleoasd/mlp-based-weighting","url":"https://github.com/leoleoasd/mlp-based-weighting"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/contextual-embedding-and-model-weighting-by","title":"Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering","date":"2022-06-26","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."}