This dataset is deposited by the authors of manuscript “Learning Abstract Words and Concepts: Insights from Real and Simulated Developmental Language Disorder” submitted to Philosophical Transactions of the Royal Society B. This dataset includes the data reported in ‘Part I: Are Abstract Words More Impaired than Concrete Words in Developmental Language Disorder (DLD)’ of the manuscript, and in Supplementary materials.