Human evaluators who oversaw the quality of generated sentences revealed that the use of POS tags has increased the fluency of language and rare word translation performance by a significant amount.
we can empirically prove that the use of POS tags improves the quality of synthetic training data, which in turn reduces the rare word problem in NMT.