AMR meaning bank provides a large new corpus that, for the first time, enables us to study the problem of grammar induction for broad-coverage semantic parsing.
it also presents significant challenges for existing algorithms, including much longer sentences, more complex syntactic phenomena and increased use of noncompositional semantics, such as within-sentence coreference.