Context-Aware Graph Segmentation for Graph-Based Translation
Liangyou Li, Andy Way, Qun Liu · 2017
In this paper, we present an improved graph-based translation model which segments an input graph into node-induced subgraphs by taking source context into consideration.Translations are generated by combining subgraph translations leftto-right using beam search.Experiments on Chinese-English and German-English demonstrate that the context-aware segmentation significantly improves the baseline graph-based model.