metadata

language:
  - en
size_categories:
  - 100K<n<1M

Dataset Card for ReadingBank

Dataset Description

Homepage: https://github.com/doc-analysis/ReadingBank
Repository: https://github.com/doc-analysis/ReadingBank
Paper: https://arxiv.org/pdf/2108.11591.pdf
Leaderboard:
Point of Contact: Raise github issue on mentioned repository for dataset related matters and contact @maveriq for huggingface dataset port.

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

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

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Contributions

[More Information Needed]