Create README.md

README.md

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+---
+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
+
+@misc{wang2021layoutreader,
+      title={LayoutReader: Pre-training of Text and Layout for Reading Order Detection}, 
+      author={Zilong Wang and Yiheng Xu and Lei Cui and Jingbo Shang and Furu Wei},
+      year={2021},
+      eprint={2108.11591},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+
+### Contributions
+
+[More Information Needed]