I do not think logic-based learning is dead. It just smells a bit funny.
In the vein of the papers "From machine learning to machine reasoning" and "Text understanding from scratch" I expect a "First-order logic understanding from scratch" to follow naturally.
In the vein of the papers "From machine learning to machine reasoning" and "Text understanding from scratch" I expect a "First-order logic understanding from scratch" to follow naturally.