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Neurosymbolic AI: The 3rd Wave
v1v2 (latest)

Neurosymbolic AI: The 3rd Wave

Artificial Intelligence Review (AIR), 2020
10 December 2020
Artur Garcez
Luís C. Lamb
    NAI
ArXiv (abs)PDFHTML

Papers citing "Neurosymbolic AI: The 3rd Wave"

50 / 162 papers shown
Right for the Right Reasons: Avoiding Reasoning Shortcuts via Prototypical Neurosymbolic AI
Right for the Right Reasons: Avoiding Reasoning Shortcuts via Prototypical Neurosymbolic AI
Luca Andolfi
Eleonora Giunchiglia
NAIOffRL
83
0
0
02 Feb 2026
Bridging Symbolic Control and Neural Reasoning in LLM Agents: The Structured Cognitive Loop
Bridging Symbolic Control and Neural Reasoning in LLM Agents: The Structured Cognitive Loop
Myung Ho Kim
112
0
0
21 Nov 2025
Neuro-Logic Lifelong Learning
Neuro-Logic Lifelong Learning
Bowen He
Xiaoan Xu
Alper Kamil Bozkurt
Vahid Tarokh
Juncheng Dong
CLL
181
0
0
16 Nov 2025
REFLEX: Reference-Free Evaluation of Log Summarization via Large Language Model Judgment
REFLEX: Reference-Free Evaluation of Log Summarization via Large Language Model Judgment
Priyanka Mudgal
HILM
264
0
0
06 Nov 2025
DR. WELL: Dynamic Reasoning and Learning with Symbolic World Model for Embodied LLM-Based Multi-Agent Collaboration
DR. WELL: Dynamic Reasoning and Learning with Symbolic World Model for Embodied LLM-Based Multi-Agent Collaboration
Narjes Nourzad
Hanqing Yang
Shiyu Chen
Carlee Joe-Wong
139
0
0
06 Nov 2025
Beyond Prompt Engineering: Neuro-Symbolic-Causal Architecture for Robust Multi-Objective AI Agents
Beyond Prompt Engineering: Neuro-Symbolic-Causal Architecture for Robust Multi-Objective AI Agents
Gokturk Aytug Akarlar
AI4CE
95
0
0
27 Oct 2025
Symbolic Neural Generation with Applications to Lead Discovery in Drug Design
Symbolic Neural Generation with Applications to Lead Discovery in Drug Design
A. Srinivasan
A. Baskar
T. Dash
Michael Bain
Sanjay Kumar Dey
Mainak Banerjee
NAI
126
0
0
27 Oct 2025
Logical GANs: Adversarial Learning through Ehrenfeucht Fraisse Games
Logical GANs: Adversarial Learning through Ehrenfeucht Fraisse Games
Mirco A. Mannucci
AAML
125
0
0
26 Oct 2025
Integrating Machine Learning into Belief-Desire-Intention Agents: Current Advances and Open Challenges
Integrating Machine Learning into Belief-Desire-Intention Agents: Current Advances and Open Challenges
Andrea Agiollo
Andrea Omicini
LM&RoAI4CE
171
0
0
23 Oct 2025
Bringing The Consistency Gap: Explicit Structured Memory for Interleaved Image-Text Generation
Bringing The Consistency Gap: Explicit Structured Memory for Interleaved Image-Text Generation
Zeteng Lin
X. Li
Wen You
Xiaoyang Li
Zehan Lu
Yujun Cai
Jing Tang
183
0
0
13 Oct 2025
From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineering
From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineering
Q. Xu
Xiangyu Wen
Changran Xu
Zeju Li
Jianyuan Zhong
AI4TS
146
0
0
12 Oct 2025
Object-Centric Case-Based Reasoning via Argumentation
Object-Centric Case-Based Reasoning via Argumentation
Gabriel de Olim Gaul
Adam Gould
Avinash Kori
Francesca Toni
151
0
0
30 Sep 2025
From Neural Networks to Logical Theories: The Correspondence between Fibring Modal Logics and Fibring Neural Networks
From Neural Networks to Logical Theories: The Correspondence between Fibring Modal Logics and Fibring Neural Networks
Ouns El Harzli
Bernardo Cuenca Grau
Artur Garcez
Ian Horrocks
Tarek R. Besold
FedMLAI4CE
268
1
0
28 Sep 2025
Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks
Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks
Luca Bergamin
Giovanna Maria Dimitri
F. Aiolli
115
0
0
26 Sep 2025
VLN-Zero: Rapid Exploration and Cache-Enabled Neurosymbolic Vision-Language Planning for Zero-Shot Transfer in Robot Navigation
VLN-Zero: Rapid Exploration and Cache-Enabled Neurosymbolic Vision-Language Planning for Zero-Shot Transfer in Robot Navigation
N. Bhatt
Yunhao Yang
Rohan Siva
Pranay Samineni
Daniel Milan
Zinan Lin
Ufuk Topcu
LM&Ro
128
3
0
23 Sep 2025
Philosophy-informed Machine Learning
Philosophy-informed Machine Learning
MZ Naser
AI4CE
115
0
0
18 Sep 2025
From Eigenmodes to Proofs: Integrating Graph Spectral Operators with Symbolic Interpretable Reasoning
From Eigenmodes to Proofs: Integrating Graph Spectral Operators with Symbolic Interpretable Reasoning
Andrew Kiruluta
Priscilla Burity
95
0
0
07 Sep 2025
Intermediate Languages Matter: Formal Languages and LLMs affect Neurosymbolic Reasoning
Intermediate Languages Matter: Formal Languages and LLMs affect Neurosymbolic ReasoningInternational Conference on Semantic Systems (i-Semantics), 2025
Alexander Beiser
David Penz
Nysret Musliu
LRM
144
0
0
04 Sep 2025
A Comparative Study of Neurosymbolic AI Approaches to Interpretable Logical Reasoning
A Comparative Study of Neurosymbolic AI Approaches to Interpretable Logical Reasoning
Michael K. Chen
NAIELMLRM
138
2
0
05 Aug 2025
Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation
Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation
Joydeep Chandra
Satyam Kumar Navneet
268
0
0
26 Jul 2025
Self-Organizing Language
Self-Organizing Language
P. Myles Eugenio
Anthony Beavers
146
0
0
29 Jun 2025
ABS: Enforcing Constraint Satisfaction On Generated Sequences Via Automata-Guided Beam Search
ABS: Enforcing Constraint Satisfaction On Generated Sequences Via Automata-Guided Beam Search
Vincenzo Collura
Karim Tit
Laura Bussi
Eleonora Giunchiglia
Maxime Cordy
250
1
0
11 Jun 2025
Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective
Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective
Qingchuan Ma
Yuhang Wu
Xiawu Zheng
Rongrong Ji
207
1
0
28 May 2025
Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence
Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence
Mehdi Bennis
Salem Lahlou
210
3
0
27 May 2025
Neuro-Argumentative Learning with Case-Based Reasoning
Neuro-Argumentative Learning with Case-Based Reasoning
Adam Gould
Francesca Toni
153
1
0
21 May 2025
Explaining Neural Networks with Reasons
Explaining Neural Networks with Reasons
Levin Hornischer
Hannes Leitgeb
FAttAAMLMILM
333
0
0
20 May 2025
Achieving Scalable Robot Autonomy via neurosymbolic planning using lightweight local LLM
Achieving Scalable Robot Autonomy via neurosymbolic planning using lightweight local LLM
Nicholas Attolino
Alessio Capitanelli
Fulvio Mastrogiovanni
351
1
0
13 May 2025
Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study
Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study
Mohammad Khodadad
Ali Shiraee Kasmaee
Mahdi Astaraki
Nicholas Sherck
H. Mahyar
Soheila Samiee
LRM
974
3
0
23 Apr 2025
Enhancing Large Language Models through Neuro-Symbolic Integration and Ontological Reasoning
Enhancing Large Language Models through Neuro-Symbolic Integration and Ontological Reasoning
Ruslan Idelfonso Magana Vsevolodovna
Marco Monti
LRM
331
5
0
10 Apr 2025
Towards Responsible and Trustworthy Educational Data Mining: Comparing Symbolic, Sub-Symbolic, and Neural-Symbolic AI Methods
Towards Responsible and Trustworthy Educational Data Mining: Comparing Symbolic, Sub-Symbolic, and Neural-Symbolic AI Methods
Danial Hooshyar
Eve Kikas
Yeongwook Yang
Gustav Šír
Raija Hamalainen
T. Karkkainen
Roger Azevedo
388
2
0
01 Apr 2025
Neuro-symbolic Weak Supervision: Theory and Semantics
Neuro-symbolic Weak Supervision: Theory and Semantics
Nijesh Upreti
Vaishak Belle
NAI
186
0
0
24 Mar 2025
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraintsInternational Conference on Learning Representations (ICLR), 2025
Mihaela C. Stoian
Eleonora Giunchiglia
319
9
0
25 Feb 2025
Standard Neural Computation Alone Is Insufficient for Logical Intelligence
Standard Neural Computation Alone Is Insufficient for Logical Intelligence
Youngsung Kim
NAI
246
0
0
04 Feb 2025
NP-Hard Lower Bound Complexity for Semantic Self-Verification
NP-Hard Lower Bound Complexity for Semantic Self-Verification
Robin Young
163
0
0
26 Jan 2025
Neuro-Symbolic AI in 2024: A Systematic Review
Neuro-Symbolic AI in 2024: A Systematic Review
Brandon C. Colelough
William Regli
NAI
701
40
0
09 Jan 2025
Neuro-Symbolic Data Generation for Math Reasoning
Neuro-Symbolic Data Generation for Math ReasoningNeural Information Processing Systems (NeurIPS), 2024
Zenan Li
Zhi Zhou
Xingtai Lv
Yu-Feng Li
Chun Cao
Fan Yang
Xian Zhang
Xiaoxing Ma
OffRLLRM
294
24
0
06 Dec 2024
Neurosymbolic Graph Enrichment for Grounded World Models
Neurosymbolic Graph Enrichment for Grounded World ModelsInformation Processing & Management (IPM), 2024
S. D. Giorgis
Aldo Gangemi
Alessandro Russo
NAI
304
8
0
19 Nov 2024
Education in the Era of Neurosymbolic AI
Education in the Era of Neurosymbolic AIJournal of Web Semantics (JWS), 2024
Chris Davis Jaldi
Eleni Ilkou
Noah Schroeder
Cogan Shimizu
260
16
0
16 Nov 2024
The American Sign Language Knowledge Graph: Infusing ASL Models with
  Linguistic Knowledge
The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic KnowledgeNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Lee Kezar
Nidhi Munikote
Zian Zeng
Zed Sevcikova Sehyr
Naomi K. Caselli
Jesse Thomason
VLMSLR
202
0
0
06 Nov 2024
Guiding Genetic Programming with Graph Neural Networks
Guiding Genetic Programming with Graph Neural Networks
Piotr Wyrwiński
Krzysztof Krawiec
186
0
0
03 Nov 2024
Can-Do! A Dataset and Neuro-Symbolic Grounded Framework for Embodied
  Planning with Large Multimodal Models
Can-Do! A Dataset and Neuro-Symbolic Grounded Framework for Embodied Planning with Large Multimodal Models
Yew Ken Chia
Qi Sun
Lidong Bing
Soujanya Poria
LM&Ro
273
1
0
22 Sep 2024
Concept-Based Explanations in Computer Vision: Where Are We and Where
  Could We Go?
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go?
Jae Hee Lee
Georgii Mikriukov
Gesina Schwalbe
Stefan Wermter
D. Wolter
295
11
0
20 Sep 2024
Hybrid Recurrent Models Support Emergent Descriptions for Hierarchical
  Planning and Control
Hybrid Recurrent Models Support Emergent Descriptions for Hierarchical Planning and Control
Poppy Collis
Ryan Singh
Paul F Kinghorn
Christopher L. Buckley
260
0
0
20 Aug 2024
DeepDFA: Automata Learning through Neural Probabilistic Relaxations
DeepDFA: Automata Learning through Neural Probabilistic RelaxationsEuropean Conference on Artificial Intelligence (ECAI), 2024
Elena Umili
Roberto Capobianco
AI4CE
195
5
0
16 Aug 2024
Geometric Algebra Meets Large Language Models: Instruction-Based Transformations of Separate Meshes in 3D, Interactive and Controllable Scenes
Geometric Algebra Meets Large Language Models: Instruction-Based Transformations of Separate Meshes in 3D, Interactive and Controllable Scenes
Dimitris Angelís
Prodromos Kolyvakis
Manos N. Kamarianakis
276
3
0
05 Aug 2024
Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge
Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge
Joshua Shay Kricheli
Khoa Vo
Aniruddha Datta
Spencer Ozgur
Paulo Shakarian
373
7
0
21 Jul 2024
Revolutionizing Battery Disassembly: The Design and Implementation of a
  Battery Disassembly Autonomous Mobile Manipulator Robot(BEAM-1)
Revolutionizing Battery Disassembly: The Design and Implementation of a Battery Disassembly Autonomous Mobile Manipulator Robot(BEAM-1)
Yanlong Peng
Zhigang Wang
Yisheng Zhang
Shengmin Zhang
Nan Cai
Fan Wu
Ming Chen
212
12
0
09 Jul 2024
Graph Reasoning Networks
Graph Reasoning Networks
Markus Zopf
Francesco Alesiani
GNNNAIAI4CE
167
0
0
08 Jul 2024
A Pattern Language for Machine Learning Tasks
A Pattern Language for Machine Learning Tasks
Benjamin Rodatz
Ian Fan
Tuomas Laakkonen
Neil John Ortega
Thomas Hoffman
Vincent Wang-Ma'scianica
383
4
0
02 Jul 2024
Metacognitive AI: Framework and the Case for a Neurosymbolic Approach
Metacognitive AI: Framework and the Case for a Neurosymbolic Approach
Hua Wei
Paulo Shakarian
Christian Lebiere
Bruce Draper
Nikhil Krishnaswamy
Sergei Nirenburg
LRM
233
7
0
17 Jun 2024
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