{"url":"/dataset/echr","name":"ECHR","full_name":null,"description_markdown":"ECHR is an English legal judgment prediction dataset of cases from the European Court of Human Rights (ECHR). The dataset contains ~11.5k cases, including the raw text.\r\n\r\nFor each case, the dataset provides a list of facts extracted using regular expressions from the case description. Each case is also mapped to articles of the Convention that were violated (if any). An importance score is also assigned by ECHR.\r\n\r\nSource: [Neural Legal Judgment Prediction in English](https://arxiv.org/abs/1906.02059)","description_withheld":null,"homepage":"https://archive.org/details/ECHR-ACL2019","introduced_date":"2019-06-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/neural-legal-judgment-prediction-in-english","title":"Neural Legal Judgment Prediction in English","first_author":"Ilias Chalkidis","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Multi-Label Classification","url":"/task/multi-label-classification","datasets_with_task":"/datasets/task/multi-label-classification"},{"name":"Binary text classification","url":"/task/binary-text-classification","datasets_with_task":"/datasets/task/binary-text-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["ECHR","ECHR Non-Anonymized"],"data_loaders":[],"num_papers_in_archive":47,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/binary-text-classification-on-echr-non","task":"Binary text classification","dataset_variant":"ECHR Non-Anonymized","rows":1,"metrics":["Macro F1"],"first_row_in_archive_order":{"model":"HIER-BERT","paper":"/paper/neural-legal-judgment-prediction-in-english","metrics":{"Macro F1":"82.0"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/neural-legal-judgment-prediction-in-english","title":"Neural Legal Judgment Prediction in English","date":"2019-06-05","rows_on_this_dataset":1,"code_links":0,"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."}