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Dataset Card for ReadingBank
Dataset Summary
ReadingBank is a benchmark dataset for reading order detection built with weak supervision from WORD documents, which contains 500K document images with a wide range of document types as well as the corresponding reading order information.
Supported Tasks and Leaderboards
Reading Order of documents
Languages
English
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
- src : text
- tgt : text
- bleu : float
- tgt_index : list of ints
- original_filename : str
- filename : str
- page_idx : int
- src_layout : Bounding boxes for src (list of list of ints)
- tgt_layout : Bounding boxes for tgt (list of list of ints)
Data Splits
train : 400,000 dev : 50,000 test : 50,000
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
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Additional Information
Dataset Curators
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Licensing Information
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Citation Information
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Contributions
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