Tutorial on

Deep Deductive Reasoning over Semantic Web Logics

NeSy 20/21 @ IJCLR, 15th International Workshop on Neural-Symbolic Learning and Reasoning

15th October 2021, held virtually, 10:30am to 11:30am U.S. eastern time

Free Registration

Agenda:

1. Introdution (Pascal Hitzler, Kansas State University) [slides (pdf)]
2. RDFS reasoning with memory network (Monireh Ebrahimi, IBM)  [slides (pdf)]
3. OWL EL reasoning using LSTMs (Aaron Eberhart, Kansas State University)  [slides (pdf)]
4. RDFS and OWL EL reasoning with pointer networks (Monireh Ebrahimi, IBM)
5. First-order Logic reasoning with Logic Tensor Networks (Federico Bianchi, Bocconi University)  [slides (pdf)]
6. Wrap-up (Pascal Hitzler, Kansas State University)