We introduce two improvements to LR decoding of GNF grammars: (1) We add queue diversity to the <cite>cube pruning algorithm for LR-Hiero</cite>, and (2) We extend the LR-Hiero decoder to capture all the hierarchical phrasal alignments that are reachable in CKY-Hiero (restricted to using GNF grammars).