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--- |
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configs: |
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- config_name: wiktionary |
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data_files: |
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- split: train |
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path: "wiktionary/train.csv" |
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- split: validation |
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path: "wiktionary/valid.csv" |
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- config_name: web |
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data_files: |
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- split: train |
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path: "web/train.csv" |
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- split: validation |
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path: "web/valid.csv" |
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license: mit |
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--- |
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# CompoundPiece |
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Dataset of compound words for the paper [CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models](https://arxiv.org/abs/2305.14214). |
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Load the balanced dataset of hyphens and non-hyphenated words scraped from the web (used as pretraining data): |
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```python |
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load_dataset("benjamin/compoundpiece", "web") |
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``` |
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Load the dataset of compound and non-compound words (used for fine-tuning): |
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```python |
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load_dataset("benjamin/compoundpiece", "wiktionary") |
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``` |
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# Citation |
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``` |
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@article{minixhofer2023compoundpiece, |
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title={CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models}, |
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author={Minixhofer, Benjamin and Pfeiffer, Jonas and Vuli{\'c}, Ivan}, |
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journal={arXiv preprint arXiv:2305.14214}, |
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year={2023} |
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} |
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``` |
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# License |
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MIT |