Update README.md

README.md

@@ -1,50 +1,69 @@
 ---
-dataset_info:
-  features:
-  - name: filename
-    dtype: string
-  - name: split
-    dtype: string
-  - name: imgid
-    dtype: int64
-  - name: dataset
-    dtype: string
-  - name: cells
-    list:
-      list:
-      - name: tokens
-        sequence: string
-      - name: bbox
-        sequence: int64
-  - name: otsl
-    sequence: string
-  - name: html
-    sequence: string
-  - name: html_restored
-    sequence: string
-  - name: cols
-    dtype: int64
-  - name: rows
-    dtype: int64
-  - name: html_len
-    dtype: int64
-  - name: otsl_len
-    dtype: int64
-  - name: image
-    dtype: image
-  splits:
-  - name: train
-    num_bytes: 3166219587.172
-    num_examples: 88441
-  - name: val
-    num_bytes: 356137518.94
-    num_examples: 10505
-  - name: test
-    num_bytes: 360597266.648
-    num_examples: 10397
-  download_size: 3052655993
-  dataset_size: 3882954372.76
+license: other
+pretty_name: PubTabNet-OTSL
+size_categories:
+- 10K<n<100K
+tags:
+- table-structure-recognition
+- table-understanding
+- PDF
+task_categories:
+- object-detection
+- table-to-text
 ---
-# Dataset Card for "FinTabNet_OTSL"
+# Dataset Card for FinTabNet_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 [FinTabNet](https://developer.ibm.com/exchanges/data/all/fintabnet/) 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`
+- `test`
+
+## 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 [deepsearch-core@zurich.ibm.com](mailto:deepsearch-core@zurich.ibm.com).
+
+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}
+}```