| language: en | |
| tags: | |
| - entity-extraction | |
| - biomedical | |
| - adverse-drug-events | |
| - named-entity-recognition | |
| # Dataset: Entity Extraction Adverse Drug Events with Validation Split | |
| This dataset is a modified version of the `harpreetmann/entity_extraction_ade_v2` dataset that includes a validation split. | |
| ## Dataset Structure | |
| The dataset contains: | |
| - Training set: 3458 examples | |
| - Validation set: 385 examples | |
| - Test set: 428 examples | |
| ## Features | |
| - text: A string containing medical text with adverse drug events | |
| - relations: A list of dictionaries containing drug-ADE relationships | |
| ## Creation Process | |
| The validation set was created by taking 10% of the original training data using sklearn's train_test_split function with random_state=42. | |