A General Framework for Describing Data with Text

Abstract

This paper provides a brief overview on recent methods for the data-to-text generation task and discusses the detailed specifications of a method to be constructed for a given specific case. The components that are possibly added to the method include the encoder of the input, attention mechanism, copy mechanism, content selection and planning, and content tracking.