Todd Ward

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers

We present scalable Universal Dependency (UD) treebank synthesis techniques that exploit advances in language representation modeling which leverage vast amounts of unlabeled general-purpose multilingual text. We introduce a data augmentation technique that uses synthetic treebanks to improve produc…