loading
Papers Papers/2020

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Christoph Schmidt ; David Vilar and Hermann Ney

Affiliation: Chair of Computer Science 6, RWTH Aachen University, Germany

Abstract: In statistical machine translation, phrase-based translation (PBT) models lead to a significantly better translation quality over single-word-based (SWB) models. PBT models translate whole phrases, thus considering the context in which a word occurs. In this work, we propose a model which further extends this context beyond phrase boundaries. The model is compared to a PBT model on the IWSLT 2007 corpus. To profit from the respective advantages of both models, we use a model combination, which results in an improvement in translation quality on the examined corpus.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.236.51.151

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Schmidt, C.; Vilar, D. and Ney, H. (2008). Using a Bilingual Context in Word-Based Statistical Machine Translation. In Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems - PRIS, (ICEIS 2008) ISBN 978-989-8111-42-5, pages 144-153. DOI: 10.5220/0001742201440153

@conference{pris08,
author={Christoph Schmidt. and David Vilar. and Hermann Ney.},
title={Using a Bilingual Context in Word-Based Statistical Machine Translation},
booktitle={Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems - PRIS, (ICEIS 2008)},
year={2008},
pages={144-153},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001742201440153},
isbn={978-989-8111-42-5},
}

TY - CONF

JO - Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems - PRIS, (ICEIS 2008)
TI - Using a Bilingual Context in Word-Based Statistical Machine Translation
SN - 978-989-8111-42-5
AU - Schmidt, C.
AU - Vilar, D.
AU - Ney, H.
PY - 2008
SP - 144
EP - 153
DO - 10.5220/0001742201440153

0123movie.net