task_categories:token-classification task_ids:named-entity-recognition annotations_creators:expert-generated language_creators:crowdsourced multilinguality:monolingual size_categories:10K<n<100K source_datasets:original language:no license:unknown region:us
Named entities Recognition dataset for Norwegian. It is
a version of the Universal Dependency (UD) Treebank for both Bokmål and Nynorsk (UDN) where
all proper nouns have been tagged with their type according to the NER tagging scheme. UDN is a converted
version of the Norwegian Dependency Treebank into the UD scheme.
@inproceedings{johansen2019ner,
  title={Named-Entity Recognition for Norwegian},
  author={Johansen, Bjarte},
  booktitle={Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa},
  year={2019}
}
---
annotations_creators:
- expert-generated
language_creators:
- crowdsourced
language:
- 'no'
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- token-classification
task_ids:
- named-entity-recognition
pretty_name: Norwegian NER
dataset_info:
- config_name: bokmaal
  features:
  - name: idx
    dtype: string
  - name: text
    dtype: string
  - name: tokens
    sequence: string
  - name: lemmas
    sequence: string
  - name: pos_tags
    sequence:
      class_label:
        names:
          '0': NOUN
          '1': PUNCT
          '2': ADP
          '3': NUM
          '4': SYM
          '5': SCONJ
          '6': ADJ
          '7': PART
          '8': DET
          '9': CCONJ
          '10': PROPN
          '11': PRON
          '12': X
          '13': ADV
          '14': INTJ
          '15': VERB
          '16': AUX
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-OTH
          '2': I-OTH
          '3': E-OTH
          '4': S-OTH
          '5': B-ORG
          '6': I-ORG
          '7': E-ORG
          '8': S-ORG
          '9': B-PRS
          '10': I-PRS
          '11': E-PRS
          '12': S-PRS
          '13': B-GEO
          '14': I-GEO
          '15': E-GEO
          '16': S-GEO
  splits:
  - name: train
    num_bytes: 9859760
    num_examples: 15696
  - name: validation
    num_bytes: 1475216
    num_examples: 2410
  - name: test
    num_bytes: 1212939
    num_examples: 1939
  download_size: 8747760
  dataset_size: 12547915
- config_name: nynorsk
  features:
  - name: idx
    dtype: string
  - name: text
    dtype: string
  - name: tokens
    sequence: string
  - name: lemmas
    sequence: string
  - name: pos_tags
    sequence:
      class_label:
        names:
          '0': NOUN
          '1': PUNCT
          '2': ADP
          '3': NUM
          '4': SYM
          '5': SCONJ
          '6': ADJ
          '7': PART
          '8': DET
          '9': CCONJ
          '10': PROPN
          '11': PRON
          '12': X
          '13': ADV
          '14': INTJ
          '15': VERB
          '16': AUX
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-OTH
          '2': I-OTH
          '3': E-OTH
          '4': S-OTH
          '5': B-ORG
          '6': I-ORG
          '7': E-ORG
          '8': S-ORG
          '9': B-PRS
          '10': I-PRS
          '11': E-PRS
          '12': S-PRS
          '13': B-GEO
          '14': I-GEO
          '15': E-GEO
          '16': S-GEO
  splits:
  - name: train
    num_bytes: 9916338
    num_examples: 14174
  - name: validation
    num_bytes: 1257235
    num_examples: 1890
  - name: test
    num_bytes: 1006733
    num_examples: 1511
  download_size: 8484545
  dataset_size: 12180306
- config_name: samnorsk
  features:
  - name: idx
    dtype: string
  - name: text
    dtype: string
  - name: tokens
    sequence: string
  - name: lemmas
    sequence: string
  - name: pos_tags
    sequence:
      class_label:
        names:
          '0': NOUN
          '1': PUNCT
          '2': ADP
          '3': NUM
          '4': SYM
          '5': SCONJ
          '6': ADJ
          '7': PART
          '8': DET
          '9': CCONJ
          '10': PROPN
          '11': PRON
          '12': X
          '13': ADV
          '14': INTJ
          '15': VERB
          '16': AUX
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-OTH
          '2': I-OTH
          '3': E-OTH
          '4': S-OTH
          '5': B-ORG
          '6': I-ORG
          '7': E-ORG
          '8': S-ORG
          '9': B-PRS
          '10': I-PRS
          '11': E-PRS
          '12': S-PRS
          '13': B-GEO
          '14': I-GEO
          '15': E-GEO
          '16': S-GEO
  splits:
  - name: train
    num_bytes: 22508485
    num_examples: 34170
  - name: validation
    num_bytes: 2732419
    num_examples: 4300
  - name: test
    num_bytes: 2219640
    num_examples: 3450
  download_size: 19133049
  dataset_size: 27460544
---

# Dataset Card for Norwegian NER

## Table of Contents
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
  - [Curation Rationale](#curation-rationale)
  - [Source Data](#source-data)
  - [Annotations](#annotations)
  - [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
  - [Social Impact of Dataset](#social-impact-of-dataset)
  - [Discussion of Biases](#discussion-of-biases)
  - [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
  - [Dataset Curators](#dataset-curators)
  - [Licensing Information](#licensing-information)
  - [Citation Information](#citation-information)
  - [Contributions](#contributions)

## Dataset Description

- **Homepage:** [Github](https://github.com/ljos/navnkjenner)
- **Repository:** [Github](https://github.com/ljos/navnkjenner)
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**

### Dataset Summary

[More Information Needed]

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

[More Information Needed]

## Dataset Structure

### Data Instances

[More Information Needed]

### Data Fields

[More Information Needed]

### Data Splits

[More Information Needed]

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

[More Information Needed]

### Citation Information

[More Information Needed]

### Contributions

Thanks to [@jplu](https://github.com/jplu) for adding this dataset.