Development of a benchmark corpus to support the automatic extraction of drug-related adverse effects from medical case reports

► Benchmark corpus for adverse effect information extraction from free-text. ► Multiple annotations and thorough harmonization to ensure consistent quality. ► Machine learning-based sentence classification showed reliable outcome.