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The Operation Sequence Model—Combining N-Gram-Based and Phrase-Based Statistical Machine Translation
Operation Sequence Model Combining N-Gram Phrase-Based Statistical Machine Translation
2015/9/15
In this article, we present a novel machine translation model, the Operation Sequence Model (OSM), which combines the benefits of phrase-based and N-gram-based statistical machine translation (SMT) an...
Hierarchical Phrase-Based Translation with Weighted Finite-State Transducers and Shallow-n Grammars
Hierarchical Phrase-Based Translation Weighted Finite-State Transducers Shallow-n Grammars
2015/9/8
In this article we describe HiFST, a lattice-based decoder for hierarchical phrase-based translation and alignment. The decoder is implemented with standard Weighted Finite-State Transducer (WFST) ope...
We present a statistical machine translation model that uses hierarchical phrases—phrases
that contain subphrases. The model is formally a synchronous context-free grammar but is
learned from a para...
A Phrase-Based Alignment Model for Natural Language Inference
Phrase-Based Alignment Model Natural Language
2015/6/12
The alignment problem—establishing links between corresponding phrases in two related sentences—is as important in natural language inference (NLI) as it is in machine translation (MT). But the tools ...
A Neural Reordering Model for Phrase-based Translation
A Neural Reordering Model Phrase-based Translation
2015/1/24
A Neural Reordering Model for Phrase-based Translation.
A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation
A Shift-Reduce Parsing Algorithm Phrase-based String-to-Dependency Translation
2015/1/24
A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation.
An Orientation Model for Hierarchical Phrase-based Translation
Orientation Model Hierarchical Phrase-based Translation
2013/4/22
The hierarchical phrase-based (HPB) transla-tion exploits the power of grammar to perform long distance reorderings, without specifying nonterminal orientations against adjacent blocks or considering ...