|
--- |
|
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} |
|
} |
|
``` |
