Heavily lexicalised grammars have been used in applications such as machine translation and information extraction because they can produce semantic structures which provide more information than less informed parsers.
because of the structural and semantic information attached to lexicon items, these grammars do well at describing complex relationships, like non-projectivity and center embedding.