Zhu, Zhemin ; Bernhard, Delphine ; Gurevych, Iryna (2010)
A Monolingual Tree-based Translation Model for Sentence Simplification.
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
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.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2010 |
| Autor(en): | Zhu, Zhemin ; Bernhard, Delphine ; Gurevych, Iryna |
| Art des Eintrags: | Bibliographie |
| Titel: | A Monolingual Tree-based Translation Model for Sentence Simplification |
| Sprache: | Englisch |
| Publikationsjahr: | August 2010 |
| Buchtitel: | Proceedings of The 23rd International Conference on Computational Linguistics |
| URL / URN: | http://www.aclweb.org/anthology/C10-1152 |
| Kurzbeschreibung (Abstract): | 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. |
| Freie Schlagworte: | UKP_a_ENLP;UKP_p_VisADoc |
| ID-Nummer: | TUD-CS-2010-0136 |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Ubiquitäre Wissensverarbeitung |
| Hinterlegungsdatum: | 31 Dez 2016 14:29 |
| Letzte Änderung: | 24 Jan 2020 12:03 |
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