Paper: Translation Rules with Right-Hand Side Lattices

ACL ID D14-1063
Title Translation Rules with Right-Hand Side Lattices
Venue Conference on Empirical Methods in Natural Language Processing
Session Main Conference
Year 2014
Authors

In Corpus-Based Machine Translation, the search space of the translation candidates for a given input sentence is often defined by a set of (cycle- free) context-free grammar rules. This happens naturally in Syntax-Based Machine Translation and Hierarchi- cal Phrase-Based Machine Translation (where the representation will be the set of the target-side half of the syn- chronous rules used to parse the input sentence). But it is also possible to describe Phrase-Based Machine Trans- lation in this framework. We propose a natural extension to this representa- tion by using lattice-rules that allow to easily encode an exponential num- ber of variations of each rules. We also demonstrate how the representation of the search space has an impact on de- coding efficiency, and how it is possible to ...