However, studies of this kind will often rely on large collections of pre-recorded linguistic examples produced by every single speaker of interest, and on every domain under consideration, to obtain meaning-to-text mappings from which the lexicalisation model is built.
speaker-dependent lexicalisation may be impractical when suitable annotated corpora are not available.