The AuCoPro Semantics dataset serves for the automatic semantic analysis of compounds. It contains semantically annotated noun-noun compounds (NN) from Dutch and Afrikaans, split in two annotation rounds per language. Another part of the dataset contains other nominal compounds (XN) in Dutch, that were annotated using a newly developed annotation scheme.