ccclyu awesome-deeplogic: A collection of papers of neural-symbolic AI mainly focus on NLP applications
Neural|Symbolic—uses a neural architecture to interpret perceptual data as symbols and relationships that are then reasoned about symbolically. Symbolic—is exemplified by AlphaGo, where symbolic techniques are used to call neural techniques. In this case the symbolic approach is Monte Carlo tree search and the neural techniques learn how to evaluate game positions. To fill the…