| license: mit | |
| task_categories: | |
| - token-classification | |
| language: | |
| - en | |
| dataset_info: | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
| sequence: | |
| class_label: | |
| names: | |
| '0': O | |
| '1': B-Disease | |
| '2': I-Disease | |
| '3': B-Chemical | |
| '4': I-Chemical | |
| splits: | |
| - name: test | |
| num_bytes: 1198054 | |
| num_examples: 300 | |
| - name: train | |
| num_bytes: 6049819 | |
| num_examples: 1500 | |
| download_size: 1836596 | |
| dataset_size: 7247873 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: test | |
| path: data/test-* | |
| ## Benchmark dataset bc5cdr | |
| This dataset was generated by the Data preprocessing step of the NERFAIR workflow (More information: https://github.com/YasCoMa/ner-fair-workflow ) | |
| Original dataset: | |
| Li, Jiao, Yueping Sun, Robin J. Johnson, Daniela Sciaky, Chih-Hsuan Wei, Robert Leaman, Allan Peter Davis, Carolyn J. Mattingly, Thomas C. Wiegers, and Zhiyong Lu. 2016. “BioCreative V CDR Task Corpus: A Resource for Chemical Disease Relation Extraction.” Database: The Journal of Biological Databases and Curation 2016 (May): baw068. |