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--- |
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license: cc-by-4.0 |
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task_categories: |
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- text-classification |
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- question-answering |
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language: |
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- en |
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tags: |
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- multimodal |
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- vision-and-language |
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pretty_name: VSR (zeroshot) |
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size_categories: |
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- 1K<n<10K |
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--- |
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# VSR: Visual Spatial Reasoning |
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This is the **zero-shot set** of **VSR**: *Visual Spatial Reasoning* (TACL 2023) [[paper]](https://arxiv.org/abs/2205.00363). |
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### Usage |
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```python |
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from datasets import load_dataset |
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data_files = {"train": "train.jsonl", "dev": "dev.jsonl", "test": "test.jsonl"} |
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dataset = load_dataset("cambridgeltl/vsr_zeroshot", data_files=data_files) |
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``` |
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Note that the image files still need to be downloaded separately. See [`data/`](https://github.com/cambridgeltl/visual-spatial-reasoning/tree/master/data) for details. |
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Go to our [github repo](https://github.com/cambridgeltl/visual-spatial-reasoning) for more introductions. |
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### Citation |
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If you find VSR useful: |
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```bibtex |
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@article{Liu2022VisualSR, |
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title={Visual Spatial Reasoning}, |
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author={Fangyu Liu and Guy Edward Toh Emerson and Nigel Collier}, |
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journal={Transactions of the Association for Computational Linguistics}, |
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year={2023}, |
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} |
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``` |
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