TY - GEN
T1 - The karlsruhe institute of technology translation systems for the WMT 2014
AU - Herrmann, Teresa
AU - Mediani, Mohammed
AU - Cho, Eunah
AU - Ha, Thanh Le
AU - Niehues, Jan
AU - Slawik, Isabel
AU - Zhang, Yuqi
AU - Waibel, Alex
N1 - Publisher Copyright:
© Proceedings of the Annual Meeting of the Association for Computational Linguistics 2014.
PY - 2014
Y1 - 2014
N2 - In this paper, we present the KIT systems participating in the Shared Translation Task translating between English-German and English-French. All translations are generated using phrase-based translation systems, using different kinds of word-based, part-ofspeech-based and cluster-based language models trained on the provided data. Additional models include bilingual language models, reordering models based on part-of-speech tags and syntactic parse trees, as well as a lexicalized reordering model. In order to make use of noisy web-crawled data, we apply filtering and data selection methods for language modeling. A discriminative word lexicon using source context information proved beneficial for all translation directions.
AB - In this paper, we present the KIT systems participating in the Shared Translation Task translating between English-German and English-French. All translations are generated using phrase-based translation systems, using different kinds of word-based, part-ofspeech-based and cluster-based language models trained on the provided data. Additional models include bilingual language models, reordering models based on part-of-speech tags and syntactic parse trees, as well as a lexicalized reordering model. In order to make use of noisy web-crawled data, we apply filtering and data selection methods for language modeling. A discriminative word lexicon using source context information proved beneficial for all translation directions.
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M3 - Conference contribution
AN - SCOPUS:84992357179
T3 - Proceedings of the Annual Meeting of the Association for Computational Linguistics
SP - 130
EP - 135
BT - ACL 2014 - 9th Workshop on Statistical Machine Translation, WMT 2014, Proceedings of the Workshop
PB - Association for Computational Linguistics (ACL)
T2 - 9th Workshop on Statistical Machine Translation, WMT 2014 at the 52nd Conference of the Association for Computational Linguistics, ACL 2014
Y2 - 26 June 2014 through 27 June 2014
ER -