Neural and Evolutionary Computing · Computer Science
Neurosymbolic AI and its Taxonomy: a survey
Wandemberg Gibaut, Leonardo Pereira, Fabio Grassiotto, Alexandre Osorio +4
2023-05-18
Artificial Intelligence · Computer Science
Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization
Zachary Susskind, Bryce Arden, Lizy K. John, Patrick Stockton +1
2021-09-14
Artificial Intelligence · Computer Science
Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI
Zishen Wan, Che-Kai Liu, Hanchen Yang, Chaojian Li +6
2024-01-03
Artificial Intelligence · Computer Science
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
Luc De Raedt, Sebastijan Dumančić, Robin Manhaeve, Giuseppe Marra
2020-03-25
Computers and Society · Computer Science
Knowledge-enhanced Neuro-Symbolic AI for Cybersecurity and Privacy
Aritran Piplai, Anantaa Kotal, Seyedreza Mohseni, Manas Gaur +2
2023-08-07
Artificial Intelligence · Computer Science
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang +4
2025-08-20
Artificial Intelligence · Computer Science
Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations
Oualid Bougzime, Samir Jabbar, Christophe Cruz, Frédéric Demoly
2025-02-18
Artificial Intelligence · Computer Science
Mapping the Neuro-Symbolic AI Landscape by Architectures: A Handbook on Augmenting Deep Learning Through Symbolic Reasoning
Jonathan Feldstein, Paulius Dilkas, Vaishak Belle, Efthymia Tsamoura
2024-10-30
Artificial Intelligence · Computer Science
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends
Xin Zhang, Victor S. Sheng
2024-11-08
Artificial Intelligence · Computer Science
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective
Luis C. Lamb, Artur Garcez, Marco Gori, Marcelo Prates +2
2021-06-15
Artificial Intelligence · Computer Science
Symbolic Behaviour in Artificial Intelligence
Adam Santoro, Andrew Lampinen, Kory Mathewson, Timothy Lillicrap +1
2022-01-24
Artificial Intelligence · Computer Science
Whither symbols in the era of advanced neural networks?
Thomas L. Griffiths, Brenden M. Lake, R. Thomas McCoy, Ellie Pavlick +1
2025-08-11
Artificial Intelligence · Computer Science
Formal Explanations for Neuro-Symbolic AI
Sushmita Paul, Jinqiang Yu, Jip J. Dekker, Alexey Ignatiev +1
2024-10-21
Machine Learning · Computer Science
A Survey on Neural-symbolic Learning Systems
Dongran Yu, Bo Yang, Dayou Liu, Hui Wang +1
2023-06-27