| ---
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| license: mit
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| tags:
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| - csv
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| - education
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| - hard-negative
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| - heavy
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| - image-text
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| - leave-one-out
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| - lenient
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| - manual
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| - minimal
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| ---
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|
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| # dataset.py
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|
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| ## Dataset Summary
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| A **education** dataset with **image text** modality, stored in **csv** format.
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|
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| ## Preprocessing & Augmentation
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| - **Preprocessing**: minimal
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| - **Augmentation**: heavy
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|
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| ## Splits & Sampling
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| - **Split strategy**: leave one out
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| - **Sampling**: hard negative
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|
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| ## Quality & Labeling
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| - **Quality filtering**: lenient
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| - **Labeling**: manual
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|
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| ## Files
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| - `dataset.py` — main artifact of this repository
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|
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| ## License
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| See the license field above.
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|