Neuro Symbolic Applications

Paulo Shakarian, Chitta Baral, Gerardo I. Simari, Bowen Xi, Lahari Pokala

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Although these days neural networks and deep learning get equated with AI, there are many systems that combine neural reasoning and learning with symbolic reasoning and learning modules. In the previous chapters, we discussed some of these approaches with more focus on formalisms. In this chapter we point to some of the notable applications, elaborate on some of the applications in visual question answering, and natural language processing domains, and touch upon neurosymbolic reinforcement learning.

Original languageEnglish (US)
Title of host publicationSpringerBriefs in Computer Science
PublisherSpringer
Pages109-119
Number of pages11
DOIs
StatePublished - 2023

Publication series

NameSpringerBriefs in Computer Science
VolumePart F1425
ISSN (Print)2191-5768
ISSN (Electronic)2191-5776

ASJC Scopus subject areas

  • General Computer Science

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