Update README.md

README.md

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   download_size: 8864819995
   dataset_size: 12470536652.788
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-# Dataset Card for "PubTabNet_OTSL"
+# Dataset Card for PubTabNet_OTSL
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+## Dataset Description
+
+- **Homepage:** https://ds4sd.github.io
+- **Paper:** https://arxiv.org/pdf/2305.03393
+
+### Dataset Summary
+
+This dataset is a conversion of the original [PubTabNet](https://developer.ibm.com/exchanges/data/all/pubtabnet/) into the OTSL format presented in our paper "Optimized Table Tokenization for Table Structure Recognition". The dataset includes the original annotations amongst new additions.
+
+### Dataset Structure
+
+* cells: origunal dataset cell groundtruth (content).
+* otsl: new reduced table structure token format
+* html: original dataset groundtruth HTML (structure).
+* html_restored: generated HTML from OTSL.
+* cols: grid column length.
+* rows: grid row length.
+* image: PIL image
+
+
+### Data Splits
+
+The dataset provides three splits
+- `train`
+- `val`
+
+
+## Additional Information
+
+### Dataset Curators
+
+The dataset is converted by the [Deep Search team](https://ds4sd.github.io/) at IBM Research.
+You can contact us at [[email protected]](mailto:[email protected]).
+
+Curators:
+- Maksym Lysak, [@ maxmnemonic](https://github.com/maxmnemonic)
+- Ahmed Nassar, [@nassarofficial](https://github.com/nassarofficial)
+- Christoph Auer, [@cau-git](https://github.com/cau-git)
+- Nikos Livathinos, [@nikos-livathinos](https://github.com/nikos-livathinos)
+- Peter Staar, [@PeterStaar-IBM](https://github.com/PeterStaar-IBM)
+
+
+### Citation Information
+
+
+```bib
+@misc{lysak2023optimized,
+      title={Optimized Table Tokenization for Table Structure Recognition}, 
+      author={Maksym Lysak and Ahmed Nassar and Nikolaos Livathinos and Christoph Auer and Peter Staar},
+      year={2023},
+      eprint={2305.03393},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV}
+}```