23 citations · 32 across the 6 of their papers we have counts for
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cs.CL2020
Promoting Graph Awareness in Linearized Graph-to-Text Generation
Alexander Hoyle, Ana Marasović, Noah Smith
Generating text from structured inputs, such as meaning representations or RDF triples, has often involved the use of specialized graph-encoding neural networks. However, recent ap…
cs.CL2020
Improving Neural Topic Models using Knowledge Distillation
Alexander Hoyle, Pranav Goel, Philip Resnik
Topic models are often used to identify human-interpretable topics to help make sense of large document collections. We use knowledge distillation to combine the best attributes of…