Altogether, the results are unlikely to get as accurate as this can be done by the use of learning procedures.
if transferring is working reasonably well to domains where learning methods are not applicable -due to lack of corpora, we can potentially achieve a big gain: decision criteria are grounded in abstractions from empirical data, which is superior to using hand-crafted rules.