Previous work considered sentence planning to be a rigid succession of three distinct tasks: lexical choice, aggregation and referring expression generation (Reiter et al., 2000).
to evaluate the trade-off between purity (that favours a large number of clusters) and collocation (that favours a small number of clusters), we use the F 1 measure: Purity+Collocation .