Traditional Chinese medicine symptom normalization approach leveraging hierarchical semantic information and text matching with attention mechanism

•An approach to normalize traditional Chinese medicine symptoms.•Utilize hierarchical semantic information that represents the functional characteristics of the symptom description.•Develop a text matching model that integrates hierarchical semantic information with an attention mechanism.•Our method achieves the best performance on a real-world dataset compared with current methods.