Ideally we would train by comparing the gold sequence to the highest-scoring complete sequence.
because finding the argmax sequence according to this model is intractable, we propose to adopt a LaSO-like (Daumé III and Marcu, 2005) scheme to train, which we will refer to as beam search optimization (BSO).