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--- |
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language: |
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- en |
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pretty_name: "CheckboxQA" |
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tags: |
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- Checkbox |
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license: "cc-by-nc-4.0" |
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task_categories: |
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- document-question-answering |
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--- |
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# CheckboxQA |
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CheckboxQA consists of varied questions requiring interpretation of |
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checkable content in the context of visually rich documents. |
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Required answers range from simple yes/no to lists of values. |
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The dataset is intended solely for evaluation purposes. |
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<img src="data/CheckboxQA.jpg" width="500px" alt="Example"></img> |
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## Data format |
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Questions and answers for CheckboxQA follows DUE data format. |
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## Evaluation |
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The evaluation metric for CheckboxQA is ANLS* (Average Normalized Levenshtein Similarity). |
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You may evaluate your model's predictions using the `evaluate.py` script from [Snowflake-Labs/CheckboxQA](https://github.com/Snowflake-Labs/CheckboxQA) repository. |
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### Citation |
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Please cite the following paper when using this dataset: |
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``` |
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@misc{turski2025uncheckedoverlookedaddressingcheckbox, |
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title={Unchecked and Overlooked: Addressing the Checkbox Blind Spot in Large Language Models with CheckboxQA}, |
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author={Michał Turski and Mateusz Chiliński and Łukasz Borchmann}, |
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year={2025}, |
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eprint={2504.10419}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL}, |
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url={https://arxiv.org/abs/2504.10419}, |
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} |
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``` |
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### License |
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This dataset is intended for non-commercial research purposes and is provided under the CC BY-NC license. |
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Please refer to DocumentCloud's terms of service at |
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[https://www.documentcloud.org/home/](https://www.documentcloud.org/home/) for information regarding the rights of the underlying document. |
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