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Hard Non Monotonic Attention for Character Level Transduction

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Figure

Figure 1: Example of a non-monotonic character-level trans-duction from the Micronesian language of Pingelapese
Figure 2: Our hard-attention model(to avoid crossing arcs). We alert the reader that the dashed edges show the additional dependencies added in thevariables and the diamond nodes deterministic variables ( without input feeding viewed as a graphical model
Table 1: Example of source and target string for each task as processed by the model
Table 3: Average test performance on G , T and I averaged across datasets and languages
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