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bsmock
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FinTabNet.c

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Tags:
table structure recognition
table extraction
License:
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The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code:   ConfigNamesError
Exception:    FileNotFoundError
Message:      Couldn't find a dataset script at /src/services/worker/bsmock/FinTabNet.c/FinTabNet.c.py or any data file in the same directory. Couldn't find 'bsmock/FinTabNet.c' on the Hugging Face Hub either: FileNotFoundError: No (supported) data files or dataset script found in bsmock/FinTabNet.c. 
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 55, in compute_config_names_response
                  for config in sorted(get_dataset_config_names(path=dataset, token=hf_token))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 351, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1508, in dataset_module_factory
                  raise FileNotFoundError(
              FileNotFoundError: Couldn't find a dataset script at /src/services/worker/bsmock/FinTabNet.c/FinTabNet.c.py or any data file in the same directory. Couldn't find 'bsmock/FinTabNet.c' on the Hugging Face Hub either: FileNotFoundError: No (supported) data files or dataset script found in bsmock/FinTabNet.c.

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FinTabNet.c

The FinTabNet.c dataset was released in 2023.

You can think of FinTabNet.c as a fork (a modified version, in this case by different authors) of the original FinTabNet dataset.

FinTabNet.c contains:

  • automated corrections of FinTabNet (such as canonicalization) to correct oversegmentation and to make the dataset more consistent with other TSR datasets, like PubTables-1M
  • fewer samples than FinTabNet, where samples were removed whose annotations could not be either automatically processed, corrected, or verified

For more details about this version (2023) of the dataset and the adjustments made to the original dataset, please see "Aligning benchmark datasets for table structure recognition".

For the code used to create this dataset, see https://github.com/microsoft/table-transformer.

Citing

If you use this dataset in your published work, please cite:

@article{smock2023aligning,
  title={Aligning benchmark datasets for table structure recognition},
  author={Smock, Brandon and Pesala, Rohith and Abraham, Robin},
  booktitle={International Conference on Document Analysis and Recognition},
  pages={371--386},
  year={2023},
  organization={Springer}
}

About the original FinTabNet dataset

Please see: https://developer.ibm.com/data/fintabnet/ (link last checked September 2023).

Original license

According to the dataset website, the license of the original FinTabNet dataset is CDLA-Permissive.

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