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metadata
language:
  - en
license: mit
task_categories:
  - token-classification
pretty_name: TAB
dataset_info:
  features:
    - name: doc_id
      dtype: string
    - name: quality_checked
      sequence: string
    - name: text
      dtype: string
    - name: dataset_type
      dtype: string
    - name: annotations
      struct:
        - name: annotator1
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator10
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator11
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator12
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator2
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator3
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator4
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator5
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator6
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator7
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
        - name: annotator8
          struct:
            - name: entity_mentions
              list:
                - name: confidential_status
                  dtype: string
                - name: edit_type
                  dtype: string
                - name: end_offset
                  dtype: int64
                - name: entity_id
                  dtype: string
                - name: entity_mention_id
                  dtype: string
                - name: entity_type
                  dtype: string
                - name: identifier_type
                  dtype: string
                - name: related_mentions
                  sequence: string
                - name: span_text
                  dtype: string
                - name: start_offset
                  dtype: int64
    - name: meta
      struct:
        - name: applicant
          dtype: string
        - name: articles
          sequence: int64
        - name: countries
          dtype: string
        - name: legal_branch
          dtype: string
        - name: year
          dtype: int64
    - name: task
      dtype: string
  splits:
    - name: train
      num_bytes: 21023112
      num_examples: 1014
  download_size: 6682699
  dataset_size: 21023112
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
tags:
  - legal

Dataset card for Text Anonymization Benchmark (TAB) train

Table of Contents

Dataset Description

  • Homepage:
  • Repository:
  • Paper:
  • Leaderboard:
  • Point of Contact:

Dataset Summary

This is the training split of the Text Anonymisation Benchmark. As the title says it's a dataset focused on text anonymisation, specifcially European Court Documents, which contain labels by mutltiple annotators.

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

TAB is released under an MIT License. The MIT License is a short and simple permissive license allowing both commercial and non-commercial use of the software.

Citation Information

[More Information Needed]

Contributions

@article{DBLP:journals/corr/abs-2202-00443,
  author       = {Ildik{\'{o}} Pil{\'{a}}n and
                  Pierre Lison and
                  Lilja {\O}vrelid and
                  Anthi Papadopoulou and
                  David S{\'{a}}nchez and
                  Montserrat Batet},
  title        = {The Text Anonymization Benchmark {(TAB):} {A} Dedicated Corpus and
                  Evaluation Framework for Text Anonymization},
  journal      = {CoRR},
  volume       = {abs/2202.00443},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.00443},
  eprinttype    = {arXiv},
  eprint       = {2202.00443},
  timestamp    = {Wed, 09 Feb 2022 15:43:35 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-00443.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}