2019
Empirical Analysis of Beam Search Performance Degradation in Neural Sequence Models
ICML 2019oral
Beam search is the most popular inference algorithm for decoding neural sequence models. Unlike greedy search, beam search allows for non-greedy local decisions that can potentially lead to a sequence with a higher overall probability. However, work on a number of applications has found that the qua…