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If beam search is the answer, what was the question?
Quite surprisingly, exact maximum a posteriori (MAP) decoding of neural ...
10/06/2020 ∙ by Clara Meister, et al. ∙
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Best-First Beam Search
Decoding for many NLP tasks requires a heuristic algorithm for approxima...
07/08/2020 ∙ by Clara Meister, et al. ∙
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Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing
Prior work has explored directly regularizing the output distributions o...
05/02/2020 ∙ by Clara Meister, et al. ∙
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Testing Machine Translation via Referential Transparency
Machine translation software has seen rapid progress in recent years due...
04/22/2020 ∙ by Pinjia He, et al. ∙
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Structure-Invariant Testing for Machine Translation
In recent years, machine translation software has increasingly been inte...
07/19/2019 ∙ by Pinjia He, et al. ∙
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