Next-generation architectures bridge gap between neural and symbolic representations with neural symbols

Very recommendable! Very promising new research direction!

Next-generation architectures bridge gap between neural and symbolic representations with neural symbols - Microsoft Research: AI has largely moved from symbol-based systems to artificial neural network–based models. TP-Transformer and TP-N2F show how a neurosymbolic approach that merges the two via neural symbols can enhance performance and interpretability.