All it requires is some sort of shallow syntactic analysis, e.g., POS tagging and phrase chunking.
in the future we plan to include other syntactic types of collocations, such as verb-object or verbobject-PP combinations, and also apply our methodology to other languages and domains, such as the biomedical field.