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Automatic Selection of HPSG-Parsed Sentences for Treebank Construction

Author
Marimon, M.; Bel, N.; Padro, L.
Type of activity
Journal article
Journal
Computational linguistics
Date of publication
2014-09-01
Volume
40
Number
3
First page
523
Last page
531
DOI
https://doi.org/10.1162/COLI_a_00190 Open in new window
Repository
http://hdl.handle.net/2117/24384 Open in new window
URL
http://nlp.lsi.upc.edu/publications/papers/marimon14a.pdf Open in new window
Abstract
This article presents an ensemble parse approach to detecting and selecting high-quality linguistic analyses output by a hand-crafted HPSG grammar of Spanish implemented in the LKB system. The approach uses full agreement (i.e., exact syntactic match) along with a MaxEnt parse selection model and a statistical dependency parser trained on the same data. The ultimate goal is to develop a hybrid corpus annotation methodology that combines fully automatic annotation and manual parse selection, in o...
Citation
Marimon, M.; Bel, N.; Padro, L. Automatic Selection of HPSG-Parsed Sentences for Treebank Construction. "Computational linguistics", 01 Setembre 2014, vol. 40, núm. 3, p. 523-531.
Group of research
GPLN - Natural Language Processing Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications

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