Title:
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The TALP-UPC phrase-based translation systems for WMT13: system combination with morphology generation, domain adaptation and corpus filtering
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Author:
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Formiga Fanals, Lluís; Ruiz Costa-Jussà, Marta; Mariño Acebal, José Bernardo; Rodríguez Fonollosa, José Adrián; Barrón-Cedeño, Alberto; Màrquez Villodre, Lluís
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Other authors:
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Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. Departament de Ciències de la Computació; Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla; Universitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural |
Abstract:
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This paper describes the TALP participation in the WMT13 evaluation campaign. Our participation is based on the combination of several statistical machine translation systems: based on standard hrasebased
Moses systems. Variations include techniques such as morphology generation, training sentence filtering, and domain adaptation through unit derivation.
The results show a coherent improvement on TER, METEOR, NIST, and BLEU scores when compared to our baseline system. |
Subject(s):
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-Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic -Speech processing systems -Processament de la parla |
Rights:
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Document type:
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Article - Published version Conference Object |
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