--- 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 - [Table of Contents](#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:** - **Repository:** - **Paper:** - **Leaderboard:** - **Point of Contact:** ### Dataset Summary This is the training split of the [Text Anonymisation Benchmark](https://github.com/NorskRegnesentral/text-anonymization-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 ```bibtex @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} } ```