With the same settings as before, we run the Gibbs sampler for 1000 iterations and utilize the final U-tree structure to build a string-to-tree translation system.
with SCFG, we have to discard all the internal nodes (i.e., flattening the Utrees or rules) to express the same sequence, leading to a poor ability of distinguishing different U-trees and production rules.