Yu-Siang Wang

Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach

2020 · arXiv (Cornell University)

We demonstrate how we can practically incorporate multi-step future information into a decoder of maximum likelihood sequence models. We propose a "k-step look-ahead" module to consider the likelihood information of a rollout up to k …