Text Generation from Knowledge Graphs with Graph Transformers

@article{KoncelKedziorski2019TextGF,
  title={Text Generation from Knowledge Graphs with Graph Transformers},
  author={Rik Koncel-Kedziorski and Dhanush Bekal and Yi Luan and Mirella Lapata and Hannaneh Hajishirzi},
  journal={CoRR},
  year={2019},
  volume={abs/1904.02342}
}
Generating texts which express complex ideas spanning multiple sentences requires a structured representation of their content (document plan), but these representations are prohibitively expensive to manually produce. In this work, we address the problem of generating coherent multi-sentence texts from the output of an information extraction system, and in particular a knowledge graph. Graphical knowledge representations are ubiquitous in computing, but pose a significant challenge for text… CONTINUE READING
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