(2014), in the context of monolingual dependency parsing, investigate continuous word representation for dependency parsing in a monolingual cross-domain setup and compare them to word clusters.
to make the embeddings work, they had to i) bucket real values and perform hierarchical clustering on them, ending up with word clusters very similar to those of ; ii) use syntactic context to estimate embeddings.