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# Polish SCOTUS-Dom

**Polish SCOTUS-Dom** is a long-document legal text classification dataset
derived from the publicly available
[SCOTUS](https://huggingface.co/datasets/pasinit/scotus) dataset.

The dataset contains Polish translations of U.S. Supreme Court opinions.
The task is an **11-class document classification problem** in which the goal
is to predict the legal issue area of a court case.

SCOTUS-Dom is part of the **LongContext** benchmark introduced with
[Polish ModernBERT](ARXIV_URL).

## Dataset statistics

| Split | Examples |
|---|---:|
| Train | 7,413 |
| Validation | 912 |
| Test | 931 |
| **Total** | **9,256** |

The dataset contains particularly long documents: **74.5% of test examples
exceed 4,096 tokens** when tokenized with the Polish ModernBERT Base tokenizer.

## Dataset construction

The original English court opinions were translated into Polish using
**GLM-4.6**. The original SCOTUS train, validation, and test splits and task
labels were retained.

## Citation

If you use this dataset, please cite:

[CITATION]

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- license: cc-by-nc-nd-4.0
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+ task_categories:
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+ - text-classification
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+ language:
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+ - pl
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+ tags:
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+ - legal
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+ - long-context
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+ - document-classification
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+ - scotus
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+ - polish
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+ - translated
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+ pretty_name: Polish SCOTUS-Dom
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+ size_categories:
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+ - 1K<n<10K
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+ ---