Paper: A Three-Step Transition-Based System for Non-Projective Dependency Parsing

ACL ID C14-1023
Title A Three-Step Transition-Based System for Non-Projective Dependency Parsing
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2014
Authors

This paper presents a non-projective dependency parsing system that is transition-based and op- erates in three steps. The three steps include one classical method for projective dependency parsing and two inverse methods predicting separately the right and left non-projective depen- dencies. Splitting the parsing allows to increase the scores on both projective and non-projective dependencies compared to state-of-the-art non-projective dependency parsing. Moreover, each step is performed in linear time.