They pose important problems for NLP applications, both text analysis and text production perspectives being concerned.
collocations 1 are highly problematic, for at least two reasons: first, because their linguistic status and properties are unclear (as pointed out by McKeown and Radev (2000), their definition is rather vague, and the distinction from other types of expressions is not clearly drawn); second, because they are prevalent in language.