Kenneth D. Forbus

Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

2017

Harnessing the statistical power of neural networks to perform language understanding and symbolic reasoning is difficult, when it requires executing efficient discrete operations against a large knowledge-base. In this work, we introduce a Neural Symbolic …

Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

2016 · arXiv (Cornell University)

Harnessing the statistical power of neural networks to perform language understanding and symbolic reasoning is difficult, when it requires executing efficient discrete operations against a large knowledge-base. In this work, we introduce a Neural Symbolic …