README.md

metadata

annotations_creators:
  - expert-generated
language_creators:
  - other
language:
  - fi
license:
  - mit
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - token-classification
task_ids:
  - named-entity-recognition
paperswithcode_id: finer
pretty_name: Finnish News Corpus for Named Entity Recognition
dataset_info:
  features:
    - name: id
      dtype: string
    - name: tokens
      sequence: string
    - name: ner_tags
      sequence:
        class_label:
          names:
            '0': O
            '1': B-DATE
            '2': B-EVENT
            '3': B-LOC
            '4': B-ORG
            '5': B-PER
            '6': B-PRO
            '7': I-DATE
            '8': I-EVENT
            '9': I-LOC
            '10': I-ORG
            '11': I-PER
            '12': I-PRO
    - name: nested_ner_tags
      sequence:
        class_label:
          names:
            '0': O
            '1': B-DATE
            '2': B-EVENT
            '3': B-LOC
            '4': B-ORG
            '5': B-PER
            '6': B-PRO
            '7': I-DATE
            '8': I-EVENT
            '9': I-LOC
            '10': I-ORG
            '11': I-PER
            '12': I-PRO
  config_name: finer
  splits:
    - name: train
      num_bytes: 5159550
      num_examples: 13497
    - name: validation
      num_bytes: 387494
      num_examples: 986
    - name: test
      num_bytes: 1327354
      num_examples: 3512
    - name: test_wikipedia
      num_bytes: 1404397
      num_examples: 3360
  download_size: 3733127
  dataset_size: 8278795

Dataset Card for [Dataset Name]

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: Github
• Repository: Github
• Paper: Arxiv
• 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

Each row consists of the following fields:

• id: The sentence id
• tokens: An ordered list of tokens from the full text
• ner_tags: Named entity recognition tags for each token
• nested_ner_tags: Nested named entity recognition tags for each token

Note that by design, the length of tokens, ner_tags, and nested_ner_tags will always be identical.

ner_tags and nested_ner_tags correspond to the list below:

[ "O", "B-DATE", "B-EVENT", "B-LOC", "B-ORG", "B-PER", "B-PRO", "I-DATE", "I-EVENT", "I-LOC", "I-ORG", "I-PER", "I-PRO" ]

IOB2 labeling scheme is used.

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 @stefan-it for adding this dataset.