Dependency Grammar Induction with a Neural Variational Transition-based Parser

Bowen Li, Jianpeng Cheng, Yang Liu +1

Dependency grammar induction is the task of learning dependency syntax without annotated training data. Traditional graph-based models with global inference achieve state-of-the-ar…