Probabilistic Logic Programming

Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning
Argues that argument mining needs reasoning, and that neural-symbolic and statistical relational learning can join deep networks and logic rules to provide it.
Andrea Galassi, Kristian Kersting, Marco Lippi, Xiaoting Shao, Paolo Torroni
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