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Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness

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Figure

Table 1: 4SQ corpora. 4SQ-PE is the training set. 4SQ-HT is not used in this work.
Table 2: Capital letters break NMT. BPE segmentationand translation of capitalized or lowercase input.
Figure 1:Example of ambiguous source sentence,where using corpus tags help the model pick a more ad-equate translation.
Table 4: Robustness to capital letters (see Section 4.2).4SQ’s source side has been set to upper, lower or titlecase
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