Papers with generating coherent multi-sentence texts
Text Generation from Knowledge Graphs with Graph Transformers (N19-1)
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| Challenge: | Existing methods for generating text with structured inputs are expensive and require manual annotation. |
| Approach: | They propose a graph transforming encoder which leverages relational structure of knowledge graphs without imposing linearization or hierarchical constraints. |
| Outcome: | The proposed system produces more informative texts than competing methods. |