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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

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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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