Under Review

This page lists all submissions to Neurosymbolic Artificial Intelligences, which are under review.

Tracking # Title Updated Comments
1011-2047 Incorporating Token Usage into Prompting Strategy Evaluation 22/Sep/2026 0
998-2034 A Scoping Review of Neurosymbolic Reasoning over Ontologies and Knowledge Graphs: System Categorization, Datasets, Evaluation Practices, and Open Challenges 21/Sep/2026 0
938-1961 Differentiable Logic Synthesis: Spectral Coefficient Selection via Sinkhorn-Constrained Composition 21/Sep/2026 0
999-2035 Mapping the Neuro-Symbolic AI Landscape by Architectures: A Handbook on Augmenting Deep Learning Through Symbolic Reasoning 20/Sep/2026 0
990-2023 The Principle of Naturality: An Explainable Neuro-Symbolic Framework for Detecting Latent Convergence in Multi-Agent Inferential Structures 20/Sep/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 18/Sep/2026 0
942-1965 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations 18/Sep/2026 0
964-1993 GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning 18/Sep/2026 0
1001-2037 The Geometry of Steering Failure: Capability Cliffs and Attractor Freezing in LLM Representation Engineering 17/Sep/2026 0
1004-2040 ReasonX: Declarative Reasoning on Explanations 15/Sep/2026 0
997-2032 A Neurosymbolic Benchmark for Temporal Knowledge-Graph Memory in Partially Observable Environments 15/Sep/2026 0
980-2010 A Trust-Centric Neuro-Symbolic Architecture for Verifiable Large Language Model Claims 12/Sep/2026 0
995-2029 Propositional Theory Revision through Neural Concept Invention 14/Sep/2026 0
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