NorNE: Annotating Named Entities for Norwegian

Fredrik Jørgensen; Tobias Aasmoe; Anne-Stine Ruud Husevåg; Lilja Øvrelid; Erik Velldal

NorNE: Annotating Named Entities for Norwegian

Fredrik Jørgensen, Tobias Aasmoe, Anne-Stine Ruud Husevåg, Lilja Øvrelid, Erik Velldal

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Abstract

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 (Bokmål 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.

Anthology ID:: 2020.lrec-1.559
Volume:: Proceedings of the Twelfth Language Resources and Evaluation Conference
Month:: May
Year:: 2020
Address:: Marseille, France
Editors:: Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis
Venue:: LREC
SIG:
Publisher:: European Language Resources Association
Note:
Pages:: 4547–4556
Language:: English
URL:: https://aclanthology.org/2020.lrec-1.559/
DOI:
Bibkey:
Cite (ACL):: Fredrik Jørgensen, Tobias Aasmoe, Anne-Stine Ruud Husevåg, Lilja Øvrelid, and Erik Velldal. 2020. NorNE: Annotating Named Entities for Norwegian. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 4547–4556, Marseille, France. European Language Resources Association.
Cite (Informal):: NorNE: Annotating Named Entities for Norwegian (Jørgensen et al., LREC 2020)
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PDF:: https://aclanthology.org/2020.lrec-1.559.pdf
Code: ltgoslo/norne
Data: NorNE, CoNLL 2003

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@inproceedings{jorgensen-etal-2020-norne,
    title = "{N}or{NE}: Annotating Named Entities for {N}orwegian",
    author = "J{\o}rgensen, Fredrik  and
      Aasmoe, Tobias  and
      Ruud Husev{\r{a}}g, Anne-Stine  and
      {\O}vrelid, Lilja  and
      Velldal, Erik",
    editor = "Calzolari, Nicoletta  and
      B{\'e}chet, Fr{\'e}d{\'e}ric  and
      Blache, Philippe  and
      Choukri, Khalid  and
      Cieri, Christopher  and
      Declerck, Thierry  and
      Goggi, Sara  and
      Isahara, Hitoshi  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Mazo, H{\'e}l{\`e}ne  and
      Moreno, Asuncion  and
      Odijk, Jan  and
      Piperidis, Stelios",
    booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference",
    month = may,
    year = "2020",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://aclanthology.org/2020.lrec-1.559/",
    pages = "4547--4556",
    language = "eng",
    ISBN = "979-10-95546-34-4",
    abstract = "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 (Bokm{\r{a}}l 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."
}

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%0 Conference Proceedings
%T NorNE: Annotating Named Entities for Norwegian
%A Jørgensen, Fredrik
%A Aasmoe, Tobias
%A Ruud Husevåg, Anne-Stine
%A Øvrelid, Lilja
%A Velldal, Erik
%Y Calzolari, Nicoletta
%Y Béchet, Frédéric
%Y Blache, Philippe
%Y Choukri, Khalid
%Y Cieri, Christopher
%Y Declerck, Thierry
%Y Goggi, Sara
%Y Isahara, Hitoshi
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Mazo, Hélène
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Twelfth Language Resources and Evaluation Conference
%D 2020
%8 May
%I European Language Resources Association
%C Marseille, France
%@ 979-10-95546-34-4
%G eng
%F jorgensen-etal-2020-norne
%X 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 (Bokmål 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.
%U https://aclanthology.org/2020.lrec-1.559/
%P 4547-4556

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Markdown (Informal)

[NorNE: Annotating Named Entities for Norwegian](https://aclanthology.org/2020.lrec-1.559/) (Jørgensen et al., LREC 2020)

NorNE: Annotating Named Entities for Norwegian (Jørgensen et al., LREC 2020)

ACL

Fredrik Jørgensen, Tobias Aasmoe, Anne-Stine Ruud Husevåg, Lilja Øvrelid, and Erik Velldal. 2020. NorNE: Annotating Named Entities for Norwegian. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 4547–4556, Marseille, France. European Language Resources Association.