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language: |
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- en |
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size_categories: |
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- 100K<n<1M |
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# Dataset Card for ReadingBank |
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## Dataset Description |
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- **Homepage:** https://github.com/doc-analysis/ReadingBank |
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- **Repository:** https://github.com/doc-analysis/ReadingBank |
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- **Paper:** https://arxiv.org/pdf/2108.11591.pdf |
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- **Leaderboard:** |
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- **Point of Contact:** Raise github issue on mentioned repository for dataset related matters and contact @maveriq for huggingface dataset port. |
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### Dataset Summary |
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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. |
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### Supported Tasks and Leaderboards |
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Reading Order of documents |
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### Languages |
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English |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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- src : text |
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- tgt : text |
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- bleu : float |
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- tgt_index : list of ints |
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- original_filename : str |
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- filename : str |
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- page_idx : int |
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- src_layout : Bounding boxes for src (list of list of ints) |
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- tgt_layout : Bounding boxes for tgt (list of list of ints) |
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### Data Splits |
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train : 400,000 |
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dev : 50,000 |
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test : 50,000 |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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[More Information Needed] |
