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Opinion

First published 2020-1-31

Neural-symbolic integration and the Semantic Web

Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi [...]

Semantic Web: – Interoperability,Usability,Applicability

Open access

Research article

First published 2025

A computational perspective on neural-symbolic integration

Gustav Šír

Neurosymbolic Artificial Intelligence

Retricted access

Research article

First published 2025

Formal Knowledge Augmented Language Models for Explainable and Robust Reasoning

Ngoc-Khuong Nguyen, Viet-Ha Nguyen, Anh-Cuong Le

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2025

From neural activations to concepts: A survey on explaining concepts in neural networks

Jae Hee Lee, Sergio Lanza, Stefan Wermter

Neurosymbolic Artificial Intelligence

Retricted access

Research article

First published 2021-11

Neurules and connectionist expert systems: Unexplored neuro-symbolic reasoning aspects

Jim Prentzas, Ioannis Hatzilygeroudis

Intelligent Decision Technologies

Retricted access

Research article

First published 2022-02-04

Bridging symbolic and subsymbolic reasoning with minimax entropy models

Giuseppe Marra

Intelligenza Artificiale

Open access

Research article

First published 2024-10-4

Reason-able embeddings: Learning concept embeddings with a transferable neural reasoner

Dariusz Max Adamski, Jędrzej Potoniec

Semantic Web: – Interoperability,Usability,Applicability

Open access

Research article

First published 2024-10-4

A neuro-symbolic system over knowledge graphs for link prediction

Ariam Rivas, Diego Collarana, Maria Torrente [...]

Semantic Web: – Interoperability,Usability,Applicability

Open access

Research article

First published 2026

Robust Long-Context Multilingual Retrieval and Reasoning Enabled by Combined Neural and Symbolic Techniques

Sina Bagheri Nezhad, Ameeta Agrawal

Neurosymbolic Artificial Intelligence

Retricted access

Research article

First published 2008-4

Cognitive and Neural Contributions to Understanding the Conceptual System

Lawrence W. Barsalou

Current Directions in Psychological Science

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