{"url":"/dataset/msner","name":"MSNER","full_name":"Multilingual Spoken Named Entity Recognition","description_markdown":"This dataset contains named entities annotations for European Parliament recordings in Dutch, French, German and Spanish. The entity annotation scheme follows OntoNotes v5.\r\nThe original unannotated dataset is [VoxPopuli](https://arxiv.org/abs/2101.00390).\r\n\r\nThe training and developement sets contain silver-quality annotations. The test set contains human-verified gold-quality annotations.\r\nThe test set is available on HuggingFace in BIO format: [qmeeus/MSNER](https://huggingface.co/datasets/qmeeus/MSNER)\r\n\r\n```\r\n@inproceedings{MSNER,\r\nauthor = {Meeus, Quentin and Moens, Marie-Francine and Van hamme, Hugo},\r\nbooktitle = {20th Joint ACL-ISO Workshop on Interoperable Semantic Annotation at LREC-COLING},\r\ntitle = {{MSNER: A Multilingual Speech Dataset for Named Entity Recognition}},\r\nyear = {2024}\r\n}\r\n```","description_withheld":null,"homepage":"https://github.com/qmeeus/MSNER","introduced_date":"2024-05-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/msner-a-multilingual-speech-dataset-for-named","title":"MSNER: A Multilingual Speech Dataset for Named Entity Recognition","first_author":"Quentin Meeus","url":null},"license":{"name":"CC BY-NC","url":"https://raw.githubusercontent.com/qmeeus/MSNER/main/LICENSE"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Speech","url":"/datasets/modality/speech"}],"tasks":[{"name":"Speech Recognition","url":"/task/speech-recognition","datasets_with_task":"/datasets/task/speech-recognition"},{"name":"Named Entity Recognition (NER)","url":"/task/named-entity-recognition-ner","datasets_with_task":"/datasets/task/named-entity-recognition-ner"}],"languages":[{"name":"French","url":"/datasets/language/french"},{"name":"Spanish","url":"/datasets/language/spanish"},{"name":"German","url":"/datasets/language/german"},{"name":"Dutch","url":"/datasets/language/dutch"}],"variants":["MSNER"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}