3 For zeroth-order (unigram) discourse grammars, Viterbi decoding and forwardbackward decoding necessarily yield the same results.
for higher-order discourse grammars we found that forward-backward decoding consistently gives slightly (up to 1% absolute) better accuracies, as expected.