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85
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JMLR
2002
78views more  JMLR 2002»
15 years 14 days ago
Shallow Parsing using Specialized HMMs
We present a unified technique to solve different shallow parsing tasks as a tagging problem using a Hidden Markov Model-based approach (HMM). This technique consists of the incor...
Antonio Molina, Ferran Pla
117
Voted
FUIN
2008
102views more  FUIN 2008»
15 years 10 days ago
Some Aspects of Parsing Expression Grammar
Parsing Expression Grammar (PEG) is a new way to specify syntax, by means of a top-down process with limited backtracking. It can be directly transcribed into a recursive-descent ...
Roman R. Redziejowski
107
Voted
ACL
2010
14 years 11 months ago
Dependency Parsing and Projection Based on Word-Pair Classification
In this paper we describe an intuitionistic method for dependency parsing, where a classifier is used to determine whether a pair of words forms a dependency edge. And we also pro...
Wenbin Jiang, Qun Liu
98
Voted
NAACL
2010
14 years 10 months ago
Relaxed Marginal Inference and its Application to Dependency Parsing
Recently, relaxation approaches have been successfully used for MAP inference on NLP problems. In this work we show how to extend the relaxation approach to marginal inference use...
Sebastian Riedel, David A. Smith
110
Voted
NAACL
2010
14 years 10 months ago
Ensemble Models for Dependency Parsing: Cheap and Good?
Previous work on dependency parsing used various kinds of combination models but a systematic analysis and comparison of these approaches is lacking. In this paper we implemented ...
Mihai Surdeanu, Christopher D. Manning