While pre-segmentation of the discourse means we can avoid aligning internal constituents of trees, we still need to treat every utterance as an alignment candidate, without a sparse combinatorial constraint.
the sum over A and C is no longer tractable to compute explicitly, and approximate inference will be necessary.