Paper: Labeled Pseudo-Projective Dependency Parsing With Support Vector Machines

ACL ID W06-2933
Title Labeled Pseudo-Projective Dependency Parsing With Support Vector Machines
Venue International Conference on Computational Natural Language Learning
Session Main Conference
Year 2006
Authors

We use SVM classifiers to predict the next action of a deterministic parser that builds labeled projective dependency graphs in an incremental fashion. Non-projective dependencies are captured indirectly by projectivizing the training data for the classifiers and applying an inverse trans- formation to the output of the parser. We present evaluation results and an error analysis focusing on Swedish and Turkish.