The recent popularity of word embeddings have inspired others to consider leveraging linguistic annotations and resources to learn embeddings. Both <cite>Cotterell et al. (2017)</cite> and Levy and Goldberg (2014a) incorporate additional syntactic and morphological information in their word embeddings.