Typically, one would hope to surpass a rescoring approach with decoder integration; however, our lattice implementation fully searches its lattice, even if composition with the word-level language model would cause the lattice to explode in size.
lattice desegmentation has an advantage, as it trades time-efficiency for a perfect search that ignores the complexity introduced by expanded n-gram context.