Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions

In this paper, we present a novel approach to enhance hierarchical phrase-based machine translation systems with linguistically motivated syntactic features. Rather than directly using treebank categories as in previous studies, we learn a set of linguistically-guided latent syntactic categories automatically from a source-side parsed, word-aligned parallel… CONTINUE READING

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