Paper: The Exploration Of Deterministic And Efficient Dependency Parsing

ACL ID W06-2937
Title The Exploration Of Deterministic And Efficient Dependency Parsing
Venue International Conference on Computational Natural Language Learning
Session Main Conference
Year 2006
Authors

In this paper, we propose a three-step multilingual dependency parser, which generalizes an efficient parsing algorithm at first phase, a root parser and post- processor at the second and third stages. The main focus of our work is to provide an efficient parser that is practical to use with combining only lexical and part-of- speech features toward language inde- pendent parsing. The experimental results show that our method outperforms Malt- parser in 13 languages. We expect that such an efficient model is applicable for most languages.