Personality-dependent lexical choice does seem to make more accurate decisions for most input properties, including even those with a relatively small number of instances.
a post hoc analysis suggested that the use of personality information is particularly helpful in the lexicalisation of affective information (e.g., properties conveying attributes such as smile, emotion etc.