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COLING
2010

A Monolingual Tree-based Translation Model for Sentence Simplification

13 years 5 months ago
A Monolingual Tree-based Translation Model for Sentence Simplification
In this paper, we consider sentence simplification as a special form of translation with the complex sentence as the source and the simple sentence as the target. We propose a Tree-based Simplification Model (TSM), which, to our knowledge, is the first statistical simplification model covering splitting, dropping, reordering and substitution integrally. We also describe an efficient method to train our model with a large-scale parallel dataset obtained from the Wikipedia and Simple Wikipedia. The evaluation shows that our model achieves better readability scores than a set of baseline systems.
Zhemin Zhu, Delphine Bernhard, Iryna Gurevych
Added 16 May 2011
Updated 16 May 2011
Type Journal
Year 2010
Where COLING
Authors Zhemin Zhu, Delphine Bernhard, Iryna Gurevych
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