2008.iwslt-evaluation.13@ACL

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#1 NTT statistical machine translation system for IWSLT 2008. [PDF] [Copy] [Kimi]

Authors: Katsuhito Sudoh ; Taro Watanabe ; Jun Suzuki ; Hajime Tsukada ; Hideki Isozaki

The NTT Statistical Machine Translation System consists of two primary components: a statistical machine translation decoder and a reranker. The decoder generates k-best translation canditates using a hierarchical phrase-based translation based on synchronous context-free grammar. The decoder employs a linear feature combination among several real-valued scores on translation and language models. The reranker reorders the k-best translation candidates using Ranking SVMs with a large number of sparse features. This paper describes the two components and presents the results for the evaluation campaign of IWSLT 2008.