Before revision:  Integrating the proposed method with two graph neural network based semantic parsers together with BERT representations demonstrates substantial gains in parsing accuracy on the challenging Spider dataset.
After revision:  Integrating the proposed method with two graph neural network-based semantic parsers together with BERT representations demonstrates substantial gains in parsing accuracy on the challenging Spider dataset.