Datasets:
Tasks:
Token Classification
Sub-tasks:
parsing
Languages:
English
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
crowdsourced
Annotations Creators:
crowdsourced
Source Datasets:
original
License:
| annotations_creators: | |
| - crowdsourced | |
| language_creators: | |
| - crowdsourced | |
| language: | |
| - en | |
| multilinguality: | |
| - monolingual | |
| license: | |
| - cc-by-4.0 | |
| pretty_name: CORD | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - token-classification | |
| task_ids: | |
| - parsing | |
| # Dataset Card for CORD (Consolidated Receipt Dataset) | |
| ## 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) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Additional Information](#additional-information) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Repository: https://github.com/clovaai/cord** | |
| - **Paper: https://openreview.net/pdf?id=SJl3z659UH** | |
| - **Leaderboard: https://paperswithcode.com/dataset/cord** | |
| ### Dataset Summary | |
| [More Information Needed] | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ## Dataset Structure | |
| ### Data Instances | |
| [More Information Needed] | |
| ### Data Fields | |
| ```python | |
| { | |
| "id": datasets.Value("string"), | |
| "words": datasets.Sequence(datasets.Value("string")), | |
| "bboxes": datasets.Sequence(datasets.Sequence(datasets.Value("int64"))), | |
| "labels": datasets.Sequence(datasets.features.ClassLabel(names=_LABELS)), | |
| "images": datasets.features.Image(), | |
| } | |
| ``` | |
| ### Data Splits | |
| - train (800 rows) | |
| - validation (100 rows) | |
| - test (100 rows) | |
| ## Dataset Creation | |
| ### Licensing Information | |
| [Creative Commons Attribution 4.0 International License](http://creativecommons.org/licenses/by/4.0/) | |
| ### Citation Information | |
| ``` | |
| @article{park2019cord, | |
| title={CORD: A Consolidated Receipt Dataset for Post-OCR Parsing}, | |
| author={Park, Seunghyun and Shin, Seung and Lee, Bado and Lee, Junyeop and Surh, Jaeheung and Seo, Minjoon and Lee, Hwalsuk} | |
| booktitle={Document Intelligence Workshop at Neural Information Processing Systems} | |
| year={2019} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@clovaai](https://github.com/clovaai) for adding this dataset. |