Before revision:  Our model uses BERT to compute alignment scores , and by using structured SVM, we can train end-to-end despite complex inference.
After revision:  Our model uses BERT to compute alignment scores , and by using structured SVM, we can train end-to-end despite using beam search for approximate inference.