Viterbi Alignments Sample Clauses

Viterbi Alignments. ‌ Because summing over alignments a is intractable, we cannot evaluate (3.2) or its derivatives. However, if we restrict the space of possible alignments, then we can make this optimization more feasible. One way to do this is to stipulate in advance that for each tree pair, there is a canonical alignment a0(t, tr). Of course, we want a0 to reflect actual correspondences between t and tr, so we want a reasonable definition that ensures the align- ments are of reasonable quality. Fortunately, it turns out that we can efficiently optimize a 3In this presentation, we only consider a single sentence pair for the sake of clarity, but our true objective was multiplied over all sentence pairs in the training data. given a fixed tree pair and weight vector: |
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Related to Viterbi Alignments

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