Datasets:
ArXiv:
Tags:
License:
| 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](https://arxiv.org/abs/2305.14214). | |
| Load the balanced dataset of hyphens and non-hyphenated words scraped from the web (used as pretraining data): | |
| ```python | |
| load_dataset("benjamin/compoundpiece", "web") | |
| ``` | |
| Load the dataset of compound and non-compound words (used for fine-tuning): | |
| ```python | |
| 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 |