Graph Structure The tree-based representation cannot capture the cross-branch relationship like "restaurant-inform-location" vs. "hotel-informlocation", leading to a huge expansion of the tree.
we propose to merge the cross-branch nodes that share the same semantics to build a compact acyclic graph in the right part of Figure 4 4 .