Conceptually, our work is more in the spirit of Birke and Sarkar (2006), who treated "literal" and "idiomatic" as two different senses of the target word and applied (unsupervised) word-sense disambiguation techniques.
to this work, however, we use a simple supervised approach to distinguish literal from idiomatic uses.