To address data sparsity via enrichment during data integration, our intrinsic evaluation accounts for a wide variety of entity types and a complex schema (Fig. Schema). For our comparative evaluation, we utilize the TEST portion of our annotated text dataset (refer to Table: Annotated Text Dataset Statistics). The task-specific fine-tuning employs the structured data for LM-SD, and the same data is used to build patterns for the… See the full description on the dataset page: https://huggingface.co/datasets/shaoncsecu/Disease_A-Z.