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cs.CL2021
Determinantal Beam Search
Clara Meister, Martina Forster, Ryan Cotterell
Beam search is a go-to strategy for decoding neural sequence models. The algorithm can naturally be viewed as a subset optimization problem, albeit one where the corresponding set…
cs.CL2021
Searching for Search Errors in Neural Morphological Inflection
Martina Forster, Clara Meister, Ryan Cotterell
Neural sequence-to-sequence models are currently the predominant choice for language generation tasks. Yet, on word-level tasks, exact inference of these models reveals the empty s…