Generalized transition-based dependency parsing via control parameters

Abstract

In this paper, we present a generalized transition-based parsing framework where parsers are instantiated in terms of a set of control parameters that constrain transitions between parser states. This generalization provides a unified framework to describe and compare various transitionbased parsing approaches from both a theoretical and empirical perspective. This includes well-known transition systems, but also previously unstudied systems.