Grounding Methods for Neural-Symbolic AI
Fuente:
arXiv
Saved in:
| Main Authors: | Ontiveros, Rodrigo Castellano, Giannini, Francesco, Gori, Marco, Marra, Giuseppe, Diligenti, Michelangelo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs
by: Jiao, Ying, et al.
Published: (2025)
by: Jiao, Ying, et al.
Published: (2025)
Relational Reasoning Networks
by: Marra, Giuseppe, et al.
Published: (2021)
by: Marra, Giuseppe, et al.
Published: (2021)
Relational Concept Bottleneck Models
by: Barbiero, Pietro, et al.
Published: (2023)
by: Barbiero, Pietro, et al.
Published: (2023)
Interpretable Concept-Based Memory Reasoning
by: Debot, David, et al.
Published: (2024)
by: Debot, David, et al.
Published: (2024)
Multitask Kernel-based Learning with Logic Constraints
by: Diligenti, Michelangelo, et al.
Published: (2024)
by: Diligenti, Michelangelo, et al.
Published: (2024)
Explainable Malware Detection with Tailored Logic Explained Networks
by: Anthony, Peter, et al.
Published: (2024)
by: Anthony, Peter, et al.
Published: (2024)
Multitask Kernel-based Learning with First-Order Logic Constraints
by: Diligenti, Michelangelo, et al.
Published: (2023)
by: Diligenti, Michelangelo, et al.
Published: (2023)
Neural Interpretable Reasoning
by: Barbiero, Pietro, et al.
Published: (2025)
by: Barbiero, Pietro, et al.
Published: (2025)
Declarative Design of Neural Predicates in Neuro-Symbolic Systems
by: Hinnerichs, Tilman, et al.
Published: (2024)
by: Hinnerichs, Tilman, et al.
Published: (2024)
Interpretable Neural-Symbolic Concept Reasoning
by: Barbiero, Pietro, et al.
Published: (2023)
by: Barbiero, Pietro, et al.
Published: (2023)
Mixture of Concept Bottleneck Experts
by: De Santis, Francesco, et al.
Published: (2026)
by: De Santis, Francesco, et al.
Published: (2026)
Counterfactual Concept Bottleneck Models
by: Dominici, Gabriele, et al.
Published: (2024)
by: Dominici, Gabriele, et al.
Published: (2024)
Towards Responsible and Trustworthy Educational Data Mining: Comparing Symbolic, Sub-Symbolic, and Neural-Symbolic AI Methods
by: Hooshyar, Danial, et al.
Published: (2025)
by: Hooshyar, Danial, et al.
Published: (2025)
An Introduction to Cognidynamics
by: Gori, Marco
Published: (2024)
by: Gori, Marco
Published: (2024)
The EpisTwin: A Knowledge Graph-Grounded Neuro-Symbolic Architecture for Personal AI
by: Servedio, Giovanni, et al.
Published: (2026)
by: Servedio, Giovanni, et al.
Published: (2026)
Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts
by: Marconato, Emanuele, et al.
Published: (2025)
by: Marconato, Emanuele, et al.
Published: (2025)
Actionable Interpretability Must Be Defined in Terms of Symmetries
by: Barbiero, Pietro, et al.
Published: (2026)
by: Barbiero, Pietro, et al.
Published: (2026)
Prototype-Grounded Concept Models for Verifiable Concept Alignment
by: Colamonaco, Stefano, et al.
Published: (2026)
by: Colamonaco, Stefano, et al.
Published: (2026)
Logic Explanation of AI Classifiers by Categorical Explaining Functors
by: Fioravanti, Stefano, et al.
Published: (2025)
by: Fioravanti, Stefano, et al.
Published: (2025)
ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications
by: Zeinalipour, Kamyar, et al.
Published: (2023)
by: Zeinalipour, Kamyar, et al.
Published: (2023)
Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models
by: Debot, David, et al.
Published: (2025)
by: Debot, David, et al.
Published: (2025)
DeepGraphLog for Layered Neurosymbolic AI
by: Kikaj, Adem, et al.
Published: (2025)
by: Kikaj, Adem, et al.
Published: (2025)
Model-Grounded Symbolic Artificial Intelligence Systems Learning and Reasoning with Model-Grounded Symbolic Artificial Intelligence Systems
by: Chattopadhyay, Aniruddha, et al.
Published: (2025)
by: Chattopadhyay, Aniruddha, et al.
Published: (2025)
Generative System Dynamics in Recurrent Neural Networks
by: Casoni, Michele, et al.
Published: (2025)
by: Casoni, Michele, et al.
Published: (2025)
Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings
by: Peng, Yifei, et al.
Published: (2023)
by: Peng, Yifei, et al.
Published: (2023)
A Unified Framework for Neural Computation and Learning Over Time
by: Melacci, Stefano, et al.
Published: (2024)
by: Melacci, Stefano, et al.
Published: (2024)
What Is AI Safety? What Do We Want It to Be?
by: Harding, Jacqueline, et al.
Published: (2025)
by: Harding, Jacqueline, et al.
Published: (2025)
Softened Symbol Grounding for Neuro-symbolic Systems
by: Li, Zenan, et al.
Published: (2024)
by: Li, Zenan, et al.
Published: (2024)
A Case for AI Consciousness: Language Agents and Global Workspace Theory
by: Goldstein, Simon, et al.
Published: (2024)
by: Goldstein, Simon, et al.
Published: (2024)
See, Symbolize, Act: Grounding VLMs with Spatial Representations for Better Gameplay
by: Baghel, Ashish, et al.
Published: (2026)
by: Baghel, Ashish, et al.
Published: (2026)
Neuro-Symbolic AI for Military Applications
by: Hagos, Desta Haileselassie, et al.
Published: (2024)
by: Hagos, Desta Haileselassie, et al.
Published: (2024)
Valid Text-to-SQL Generation with Unification-based DeepStochLog
by: Jiao, Ying, et al.
Published: (2025)
by: Jiao, Ying, et al.
Published: (2025)
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey
by: Marra, Giuseppe, et al.
Published: (2021)
by: Marra, Giuseppe, et al.
Published: (2021)
Symbolic Numeric Planning with Patterns
by: Cardellini, Matteo, et al.
Published: (2023)
by: Cardellini, Matteo, et al.
Published: (2023)
Improving Neural Topic Modeling with Semantically-Grounded Soft Label Distributions
by: Li, Raymond, et al.
Published: (2026)
by: Li, Raymond, et al.
Published: (2026)
(Neural-Symbolic) Machine Learning for Inconsistency Measurement
by: Weinzierl, Sven, et al.
Published: (2025)
by: Weinzierl, Sven, et al.
Published: (2025)
Symbol Correctness in Deep Neural Networks Containing Symbolic Layers
by: Bembenek, Aaron, et al.
Published: (2024)
by: Bembenek, Aaron, et al.
Published: (2024)
Creating a Causally Grounded Rating Method for Assessing the Robustness of AI Models for Time-Series Forecasting
by: Lakkaraju, Kausik, et al.
Published: (2025)
by: Lakkaraju, Kausik, et al.
Published: (2025)
Semantic Partial Grounding via LLMs
by: Canonaco, Giuseppe, et al.
Published: (2026)
by: Canonaco, Giuseppe, et al.
Published: (2026)
CRAFT-E: A Neuro-Symbolic Framework for Embodied Affordance Grounding
by: Chen, Zhou, et al.
Published: (2025)
by: Chen, Zhou, et al.
Published: (2025)
Similar Items
-
DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs
by: Jiao, Ying, et al.
Published: (2025) -
Relational Reasoning Networks
by: Marra, Giuseppe, et al.
Published: (2021) -
Relational Concept Bottleneck Models
by: Barbiero, Pietro, et al.
Published: (2023) -
Interpretable Concept-Based Memory Reasoning
by: Debot, David, et al.
Published: (2024) -
Multitask Kernel-based Learning with Logic Constraints
by: Diligenti, Michelangelo, et al.
Published: (2024)