Beam search misses the global best translation for over half of sentences; under exact search, neural MT models prefer the empty translation for more than 50% of inputs.
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On NMT Search Errors and Model Errors: Cat Got Your Tongue?
Beam search misses the global best translation for over half of sentences; under exact search, neural MT models prefer the empty translation for more than 50% of inputs.