83 citations · 144 across the 16 of their papers we have counts for
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cs.CL2021
Latent Tree Decomposition Parsers for AMR-to-Text Generation
Lisa Jin, Daniel Gildea
Graph encoders in AMR-to-text generation models often rely on neighborhood convolutions or global vertex attention. While these approaches apply to general graphs, AMRs may be amen…
cs.CL2021
Tree Decomposition Attention for AMR-to-Text Generation
Lisa Jin, Daniel Gildea
Text generation from AMR requires mapping a semantic graph to a string that it annotates. Transformer-based graph encoders, however, poorly capture vertex dependencies that may ben…