Bilingual Lexical Cohesion Trigger Model for Document-Level Machine Translation

Guosheng Ben, Deyi Xiong, Zhiyang Teng, Yajuan Lü and Qun Liu

The 51st Annual Meeting of the Association for Computational Linguistics - Short Papers (ACL Short Papers 2013)
Sofia, Bulgaria, August 4-9, 2013

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Abstract

In this paper, we propose a bilingual lexical cohesion trigger model to capture lexical cohesion for document-level machine translation. We integrate the model into hierarchical phrase-based machine translation and achieve an absolute improvement of 0.85 BLEU points on average over the baseline on NIST Chinese-English test sets.

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