It means that one cooccurrence of the two structures contributes 1 λ to our proposed kernel while it contributes zero to the traditional one.
by this improvement, our method would be able to explore more linguistically appropriate features than the previous one (which is formulated as Improvement 2: Grammar-driven tree nodes approximate matching.