Amazon.com, Inc.
Artificial intelligence system using phrase tables to evaluate and improve neural network based machine translation

Abstract:

Based on a candidate set of translations produced by a neural network based machine learning model, a mapping data structure such as a statistical phrase table is generated. The mapping data structure is analyzed to obtain a quality metric of the neural network based model. One or more operations are initiated based on the quality metric.