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» Accurate Unlexicalized Parsing
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ACL
2006
13 years 8 months ago
Multi-Tagging for Lexicalized-Grammar Parsing
With performance above 97% accuracy for newspaper text, part of speech (POS) tagging might be considered a solved problem. Previous studies have shown that allowing the parser to ...
James R. Curran, Stephen Clark, David Vadas
ACL
2003
13 years 8 months ago
Integrated Shallow and Deep Parsing: TopP Meets HPSG
We present a novel, data-driven method for integrated shallow and deep parsing. Mediated by an XML-based multi-layer annotation architecture, we interleave a robust, but accurate ...
Anette Frank, Markus Becker, Berthold Crysmann, Be...
EMNLP
2007
13 years 8 months ago
Using Foreign Inclusion Detection to Improve Parsing Performance
Inclusions from other languages can be a significant source of errors for monolingual parsers. We show this for English inclusions, which are sufficiently frequent to present a ...
Beatrice Alex, Amit Dubey, Frank Keller
NAACL
2010
13 years 4 months ago
An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing
We present a novel deterministic dependency parsing algorithm that attempts to create the easiest arcs in the dependency structure first in a non-directional manner. Traditional d...
Yoav Goldberg, Michael Elhadad
ACL
2012
11 years 9 months ago
Machine Translation without Words through Substring Alignment
In this paper, we demonstrate that accurate machine translation is possible without the concept of “words,” treating MT as a problem of transformation between character string...
Graham Neubig, Taro Watanabe, Shinsuke Mori, Tatsu...