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» Stacking Dependency Parsers
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ACL
2003
13 years 8 months ago
Parsing with Generative Models of Predicate-Argument Structure
The model used by the CCG parser of Hockenmaier and Steedman (2002b) would fail to capture the correct bilexical dependencies in a language with freer word order, such as Dutch. T...
Julia Hockenmaier
EMNLP
2007
13 years 9 months ago
A Two-Stage Parser for Multilingual Dependency Parsing
We present a two-stage multilingual dependency parsing system submitted to the Multilingual Track of CoNLL-2007. The parser first identifies dependencies using a deterministic p...
Wenliang Chen, Yujie Zhang, Hitoshi Isahara
ACL
2010
13 years 5 months ago
Efficient Third-Order Dependency Parsers
We present algorithms for higher-order dependency parsing that are "third-order" in the sense that they can evaluate substructures containing three dependencies, and &qu...
Terry Koo, Michael Collins
BMCBI
2007
134views more  BMCBI 2007»
13 years 7 months ago
Benchmarking natural-language parsers for biological applications using dependency graphs
Background: Interest is growing in the application of syntactic parsers to natural language processing problems in biology, but assessing their performance is difficult because di...
Andrew B. Clegg, Adrian J. Shepherd
TSD
2010
Springer
13 years 5 months ago
Towards an N-Version Dependency Parser
Abstract. Maltparser is a contemporary dependency parsing machine learningbased system that shows great accuracy. However 90% for Labelled Attachment Score (LAS) seems to be a de f...
Miguel Ballesteros, Jesús Herrera, Virginia...