Lu, Ng, and Lee (2009) show that Tree Conditional Random Fields (CRFs) outperform WASP −1 and their own inverted semantic parser, based on automated evaluation metrics, although their system remains to be evaluated by human judges (Lu, Ng, and Lee 2009).
this requires that the meaning representation should be simple enough to be understood by untrained annotators.