[CfP] NeSy 2023 (abstracts on March 6): 17th Workshop on Neural-Symbolic Learning and Reasoning

Dear all,

The deadline for papers for the 17th International Workshop on
Neural-Symbolic Learning and Reasoning (NeSy2023) is approaching! NeSy 2023
will be held at La Certosa di Pontignano, Siena, Italy from July 3rd to
July 5th, 2023.

Abstract submission deadline: March 6th, 2023 (23:59 AoE).
Paper submission deadline: March 13th, 2023 (23:59 AoE).

The abstract submission is very important so that we can start the bidding
process.

NeSy invites theoretical and applied paper submissions combining neural
networks and symbolic AI. We further invite paper submissions containing
experimental and in-the-wild systems having neurosymbolic computing as a
strong use case. Topics of interest include, but are not limited to:

   -

   Knowledge representation and reasoning using deep neural networks;
   -

   Symbolic knowledge extraction from neural and statistical learning
   systems;
   -

   Explainable AI methods, systems and techniques integrating connectionist
   and symbolic AI;
   -

   Enhancing deep learning systems through structured background knowledge.
   -

   Neurosymbolic cognitive agents;
   -

   Biologically-inspired neurosymbolic integration;
   -

   Integration of logics and probabilities in neural networks;
   -

   Neurosymbolic methods for structure learning, transfer learning, meta,
   multi-task and continual learning, relational learning;
   -

   Novel connectionist systems able to perform traditionally symbolic AI
   tasks (e.g. abduction, deduction, out-of-distribution learning);
   -

   Novel symbolic systems able to perform traditionally connectionist tasks
   (e.g. learning from unstructured data, distributed learning);
   -

   Embedding methods for structured information, such as knowledge graphs,
   mathematical expressions, grammars, knowledge bases, logical theories, etc.
   -

   Applications of neurosymbolic and hybrid systems, including in
   simulation, finance, healthcare, robotics, semantic web, software
   engineering, systems engineering, bioinformatics and visual intelligence.

Please visit the event's webpage below for more information about the scope
of the workshop and paper submission information and guidelines:
https://sites.google.com/view/nesy2023

With best wishes,
Tarek, Artur, Marco and Ernesto
NeSy organisers


-- 
Ernesto Jiménez-Ruiz
Lecturer in Artificial Intelligence

Department of Computer Science
School of Science & Technology
City, University of London
https://www.city.ac.uk/people/academics/ernesto-jimenez-ruiz