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Constituency to Dependency Translation with Forests
Constituency Dependency Translation Forests
2013/4/22
Tree-to-string systems (and their forest-based extensions) have gained steady pop-ularity thanks to their simplicity and effi-ciency, but there is a major limitation: they are unable to guarantee the ...
Traditional 1-best translation pipelines suffer a major drawback: the errors of 1-best outputs, inevitably introduced by each module, will propagate and accumulate along the pipeline. In order to alle...
Improving Tree-to-Tree Translation with Packed Forests
Improving Tree-to-Tree Translation Packed Forests
2013/4/22
Current tree-to-tree models suffer from parsing errors as they usually use only 1-best parses for rule extraction and decod-ing. We instead propose a forest-based tree-to-tree model that uses packed f...