While our primary motivation has been to provide a better theoretical understanding of word compositionality in the popular Skip-Gram model, our connection with the SDR method illuminates a much more general point about the practical applicability of the Skip-Gram model.
it addresses the question of whether, for a given corpus, fitting a Skip-Gram model will give good embeddings.