1 code implementation • ICLR 2020 • William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler
We describe a novel way of representing a symbolic knowledge base (KB) called a sparse-matrix reified KB.
no code implementations • 24 May 2019 • William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler
We present efficient differentiable implementations of second-order multi-hop reasoning using a large symbolic knowledge base (KB).
no code implementations • 15 May 2019 • William W. Cohen, Matthew Siegler, Alex Hofer
Large knowledge bases (KBs) are useful for many AI tasks, but are difficult to integrate into modern gradient-based learning systems.
