245 search results - page 17 / 49 » Computational Complexity of Statistical Machine Translation |
EMNLP
2009
13 years 6 months ago
2009
Binarization of Synchronous Context Free Grammars (SCFG) is essential for achieving polynomial time complexity of decoding for SCFG parsing based machine translation systems. In t...
ACL
2003
13 years 10 months ago
2003
Word alignment plays a crucial role in statistical machine translation. Word-aligned corpora have been found to be an excellent source of translation-related knowledge. We present...
ACL
2008
13 years 10 months ago
2008
We improve the quality of statistical machine translation (SMT) by applying models that predict word forms from their stems using extensive morphological and syntactic information...
ACL
2003
13 years 10 months ago
2003
We augment a model of translation based on re-ordering nodes in syntactic trees in order to allow alignments not conforming to the original tree structure, while keeping computati...
NAACL
2010
13 years 6 months ago
2010
This paper presents a direct word reordering model with novel syntax-based features for statistical machine translation. Reordering models address the problem of reordering source...