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Robust VPE detection using Automatically Parsed Text
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Leif Arda Nielsen
BibTeX
@MISC{Nielsen_robustvpe,
author = {Leif Arda Nielsen},
title = {Robust VPE detection using Automatically Parsed Text},
year = {}
}
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Abstract
This paper describes a Verb Phrase Ellipsis (VPE) detection system, built for robustness, accuracy and domain independence. The system is corpus-based, and uses machine learning techniques on free text that has been automatically parsed. Tested on a mixed corpus comprising a range of genres, the system achieves a 70 % F1-score. This system is designed as the first stage of a complete VPE resolution system that is input free text, detects VPEs, and proceeds to find the antecedents and resolve them. 1
