Lexicalized HMM tagging not only considers the POS tags information to determine whether b is noun, adverb or nothing, but also considers the lexical information a itself.
it considers the probabilities P r (noun|a, verb), P r(adverb|a, verb) and P r(nothing|a, verb) for instance.