Paper: Incremental Dependency Parsing Using Online Learning

ACL ID D07-1123
Title Incremental Dependency Parsing Using Online Learning
Venue Conference on Empirical Methods in Natural Language Processing
Session Main Conference
Year 2007
Authors

We describe an incremental parser that was trained to minimize cost over sen- tences rather than overindividual parsing ac- tions. This is an attempt to use the advan- tages of the two top-scoring systems in the CoNLL-X shared task. In the evaluation, we present the perfor- mance of the parser in the Multilingual task, as well as an evaluation of the contribution of bidirectional parsing and beam search to the parsing performance.