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NorNE: Annotating Named Entities for Norwegian

arXiv 1911.12146 ↗First posted 27 Nov 2019cs.CLcited by 18

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Abstract (arXiv)

This paper presents NorNE, a manually annotated corpus of named entities which extends the annotation of the existing Norwegian Dependency Treebank. Comprising both of the official standards of written Norwegian (Bokmaal and Nynorsk), the corpus contains around 600,000 tokens and annotates a rich set of entity types including persons, organizations, locations, geo-political entities, products, and events, in addition to a class corresponding to nominals derived from names. We here present details on the annotation effort, guidelines, inter-annotator agreement and an experimental analysis of the corpus using a neural sequence labeling architecture.

Key facts. Cited by 18 papers in the map (data through 14 Oct 2026). First posted on arXiv 27 Nov 2019.

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Citing papers per year: 2021: 2; 2022: 1; 2023: 7; 2024: 4; 2025: 3; 2026: 1.

18 papers.

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  1. 2024Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Taskscited by 34
  2. 2023Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmarkcited by 26
  3. 2021Operationalizing a National Digital Library: The Case for a Norwegian Transformer Modelcited by 23
  4. 2023NorBench -- A Benchmark for Norwegian Language Modelscited by 23
  5. 2021Large-Scale Contextualised Language Modelling for Norwegiancited by 21
  6. 2023ScandEval: A Benchmark for Scandinavian Natural Language Processingcited by 16
  7. 2023Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroesecited by 15
  8. 2025NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmarkcited by 8
  9. 2023Entity-Level Sentiment Analysis (ELSA): An exploratory task surveycited by 5
  10. 2023BRENT: Bidirectional Retrieval Enhanced Norwegian Transformercited by 2
  11. 2024OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languagescited by 2
  12. 2025Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detectioncited by 2
6 more
  1. 2025Benchmarking Abstractive Summarisation: A Dataset of Human-authored Summaries of Norwegian News Articlescited by 2
  2. 2024Entity-Level Sentiment: More than the Sum of Its Partscited by 1
  3. 2022Razmecheno: Named Entity Recognition from Digital Archive of Diaries "Prozhito"cited by 0
  4. 2023Aligning the Norwegian UD Treebank with Entity and Coreference Informationcited by 0
  5. 2024DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognitioncited by 0
  6. 2026Universal NER v2: Towards a Massively Multilingual Named Entity Recognition Benchmarkcited by 0