Keywords: graph neural networks, commonsense reasoning, learning & reasoning, ontologies, rule based methods Deadline: 26th August 2021 Location: Cardiff University, UK More details: https://www.jobs.ac.uk/job/CIF388/research-associate
We offer a three-year postdoctoral position at Cardiff University to work on a project on “Plausible Reasoning with Ontologies using Graph Neural Networks” funded by the Leverhulme Trust. The aim of this project is to study how the complementary strengths of graph neural networks and rule based methods can be combined. To this end, we will use the latent representations of GNNs to allow for a kind of commonsense reasoning with symbolic rules, allowing us to draw plausible conclusions which go beyond what can be logically deduced.
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