Datasets › MSNER

MSNER (Multilingual Spoken Named Entity Recognition)

Introduced by Quentin Meeus et al. in MSNER: A Multilingual Speech Dataset for Named Entity Recognition20 May 2024 archive 2025-07-28

This dataset contains named entities annotations for European Parliament recordings in Dutch, French, German and Spanish. The entity annotation scheme follows OntoNotes v5. The original unannotated dataset is VoxPopuli.

The training and developement sets contain silver-quality annotations. The test set contains human-verified gold-quality annotations. The test set is available on HuggingFace in BIO format: qmeeus/MSNER

@inproceedings{MSNER,
author = {Meeus, Quentin and Moens, Marie-Francine and Van hamme, Hugo},
booktitle = {20th Joint ACL-ISO Workshop on Interoperable Semantic Annotation at LREC-COLING},
title = {{MSNER: A Multilingual Speech Dataset for Named Entity Recognition}},
year = {2024}
}

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

CC BY-NC

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • MSNER

1 variant name, as the archive lists them.

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