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ACL
2001
15 years 2 months ago
A Machine Learning Approach to the Automatic Evaluation of Machine Translation
We present a machine learning approach to evaluating the wellformedness of output of a machine translation system, using classifiers that learn to distinguish human reference tran...
Simon Corston-Oliver, Michael Gamon, Chris Brocket...
93
Voted
ACL
2003
15 years 2 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...
ACL
2001
15 years 2 months ago
Automated Subcategorization of Named Entities
There has been much interest in the recent past concerning the possibilities for automated categorization of named entities. The research presented here describes a method for the...
Michael Fleischman
82
Voted
ACL
2001
15 years 2 months ago
Generating with a Grammar Based on Tree Descriptions: a Constraint-Based Approach
While the generative view of language processing builds bigger units out of smaller ones by means of rewriting steps, the axiomatic view eliminates invalid linguistic structures o...
Claire Gardent, Stefan Thater
85
Voted
ACL
2001
15 years 2 months ago
XML-Based Data Preparation for Robust Deep Parsing
We describe the use of XML tokenisation, tagging and mark-up tools to prepare a corpus for parsing. Our techniques are generally applicable but here on parsing Medline abstracts w...
Claire Grover, Alex Lascarides