Although many studies have proven that NBC with ULM can provide satisfactory performance, the method has a limitation: the classification process is based on literal term matching and only considers frequencies of words occurring in a class.
nBC with ULM usually suffers from the issue of word usage diversity and polysemy, which can degrade the DC performance.