Harnessing Deep Neural Networks with Logic Rules

Published in Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Paper | Project Page We propose a general framework capable of enhancing various types of neural networks (e.g., CNNs and RNNs) with declarative first-order logic rules.