DFKI-LT - Hybrid Constituent and Dependency Parsing with Tsinghua Chinese Treebank

Rui Wang, Yi Zhang
Hybrid Constituent and Dependency Parsing with Tsinghua Chinese Treebank
2 Proceedings of the seventh international conference on Language Resources and Evaluation, Valletta, Malta, ELRA, 5/2010
 
In this paper, we describe our hybrid parsing model on Mandarin Chinese processing. The model combines the mainstream constitute and dependency parsing and the dataset we use it the Tsinghua Chinese Treebank, whose annotation has both constitutes and head information. We show the adaption of this annotation scheme to the normal constitute structure, dependency structure, and the integration of both. We achieve a f1-score of 85.23% for the constitute parsing, 82.35% for the partial head information, and 74.27% for the complete head information.
 
Files: BibTeX, LREC2010b.pdf