An Empirical Investigation of Beam-Aware Training in Supertagging

Renato Negrinho, Matthew R. Gormley, Geoffrey J. Gordon

Structured prediction is often approached by training a locally normalized model with maximum likelihood and decoding approximately with beam search. This approach leads to mismatc…