metadata

configs:
  - config_name: wiktionary
    data_files:
      - split: train
        path: wiktionary/train.csv
      - split: validation
        path: wiktionary/valid.csv
  - config_name: web
    data_files:
      - split: train
        path: web/train.csv
      - split: validation
        path: web/valid.csv
license: mit

CompoundPiece

Dataset of compound words for the paper CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models.

Load the balanced dataset of hyphens and non-hyphenated words scraped from the web (used as pretraining data):

load_dataset("benjamin/compoundpiece", "web")

Load the dataset of compound and non-compound words (used for fine-tuning):

load_dataset("benjamin/compoundpiece", "wiktionary")

Citation

@article{minixhofer2023compoundpiece,
  title={CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models},
  author={Minixhofer, Benjamin and Pfeiffer, Jonas and Vuli{\'c}, Ivan},
  journal={arXiv preprint arXiv:2305.14214},
  year={2023}
}

License

MIT