Under Review

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

Tracking # Title Updated Comments
981-2012 A survey of neurosymbolic artificial intelligence: foundations, advances, and future trajectories 21/Jul/2026 0
937-1960 A Survey on Neuro-Symbolic Auditing: A Framework for Verification, Traceability, and Correction in High-Stakes AI 21/Jul/2026 0
942-1965 Neuro-symbolic AI for Predictive Maintenance (PdM) - review and recommendations 21/Jul/2026 0
979-2009 Mapping the Neuro-Symbolic Landscape: A Formal, Unified Framework for Design and Comparison 21/Jul/2026 0
938-1961 Differentiable Logic Synthesis: Spectral Coefficient Selection via Sinkhorn-Constrained Composition 20/Jul/2026 0
964-1993 GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning 20/Jul/2026 0
931-1953 Neurosymbolic Inference, Reasoning and Proving in Propositional Logic: A Survey 19/Jul/2026 0
980-2010 A Trust-Centric Neuro-Symbolic Architecture for Verifiable Large Language Model Claims 19/Jul/2026 0
989-2022 Neurosymbolic Architectures for Algorithmic Fairness 17/Jul/2026 0
990-2023 The Principle of Naturality: An Explainable Neuro-Symbolic Framework for Detecting Latent Convergence in Multi-Agent Inferential Structures 17/Jul/2026 0
982-2014 Temporal Neuro-Symbolic Reasoning: from architectures to verifiable and auditable systems 15/Jul/2026 0
950-1975 A Scoping Review of Neurosymbolic Reasoning over Ontologies and Knowledge Graphs: Datasets, Evaluation Practices, and Open Challenges 15/Jul/2026 0
984-2016 Operability as Structural Grounding: Conditions for Epistemic Appropriation in LLMs 01/Jul/2026 0
969-1999 Neuro-Symbolic Relation Extraction in Agglutinative Languages: A Morphology-Aware Graph-Based Framework 25/Jun/2026 0
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