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Learning to Actively Learn Neural Machine Translation

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Figure

Figure 1: The policy network.
Figure 2: The search lattice and the selection of a batchbased on the perturbed policy
Table 1: BLEU scores on tests sets with different selection strategies, the budget is at token level with annotationfor 135.45k tokens and 677.25k tokens respectively.
Table 3: BLEU scores on tests sets using different selection strategies. The token level annotation budget is 677K.
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