Paper: Linear-Time Dependency Analysis For Japanese

ACL ID C04-1002
Title Linear-Time Dependency Analysis For Japanese
Venue International Conference on Computational Linguistics
Session Main Conference
Year 2004
Authors

We present a novel algorithm for Japanese dependency analysis. The algorithm allows us to analyze dependency structures of a sentence in linear-time while keeping a state-of-the-art accuracy. In this paper, we show a formal description of the algorithm and discuss it theoretically with respect to time complexity. In addition, we eval- uate its efficiency and performance empirically against the Kyoto University Corpus. The proposed algorithm with improved models for dependency yields the best ac- curacy in the previously published results on the Kyoto University Corpus.