(2009) who detect idiom types by using statistical methods that model the general idiomaticity of an expression and then combine this with a simple second-stage process that detects whether the target expression is used figuratively in a given context, based on whether the expression occurs in canonical form or not.
modeling token-based detection as a combination of type-based extraction and tokenbased classification has some drawbacks.