{"url":"/dataset/dbrd","name":"DBRD","full_name":"Dutch Book Reviews Dataset","description_markdown":"The DBRD (pronounced dee-bird) dataset contains over 110k book reviews along with associated binary sentiment polarity labels. It is greatly influenced by the Large Movie Review Dataset and intended as a benchmark for sentiment classification in Dutch. \r\n\r\nSource: [DBRD](https://github.com/benjaminvdb/DBRD)","description_withheld":null,"homepage":"https://github.com/benjaminvdb/DBRD","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Sentiment Analysis","url":"/task/sentiment-analysis","datasets_with_task":"/datasets/task/sentiment-analysis"}],"languages":[{"name":"Dutch","url":"/datasets/language/dutch"}],"variants":["DBRD"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/benjaminvdb/dbrd","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/dbrd","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/benjaminvdb/DBRD","url":"https://github.com/benjaminvdb/DBRD","frameworks":[]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sentiment-analysis-on-dbrd","task":"Sentiment Analysis","dataset_variant":"DBRD","rows":4,"metrics":["Accuracy","F1"],"first_row_in_archive_order":{"model":"RobBERT v2","paper":"/paper/robbert-a-dutch-roberta-based-language-model","metrics":{"Accuracy":"95.144%","F1":"95.144%"},"code_links":[{"title":"iPieter/RobBERT","url":"https://github.com/iPieter/RobBERT"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/robbert-a-dutch-roberta-based-language-model","title":"RobBERT: a Dutch RoBERTa-based Language Model","date":"2020-01-17","rows_on_this_dataset":2,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/bertje-a-dutch-bert-model","title":"BERTje: A Dutch BERT Model","date":"2019-12-19","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":5,"samples_ran":2,"samples_unverified":3,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":2,"samples_harvested":6,"samples_ran":3,"samples_unverified":3,"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."}