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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
Learning from Noisy Crowd Labels with Logics
Learning from Noisy Crowd Labels with LogicsIEEE International Conference on Data Engineering (ICDE), 2023
Zhijun Chen
Hailong Sun
Haoqian He
Pengpeng Chen
NoLaNAI
275
9
0
13 Feb 2023
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic
  and Sub-Symbolic Methods
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic MethodsIEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2022
Anna Himmelhuber
Dominik Dold
S. Grimm
Sonja Zillner
Thomas Runkler
AAML
213
8
0
23 Dec 2022
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story
  Understanding
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yi Dong
Lara J. Martin
Chris Callison-Burch
242
11
0
21 Dec 2022
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language
LAMBADA: Backward Chaining for Automated Reasoning in Natural LanguageAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Seyed Mehran Kazemi
Najoung Kim
Deepti Bhatia
Xinyuan Xu
Deepak Ramachandran
LRM
317
94
0
20 Dec 2022
Differentiable Fuzzy $\mathcal{ALC}$: A Neural-Symbolic Representation
  Language for Symbol Grounding
Differentiable Fuzzy ALC\mathcal{ALC}ALC: A Neural-Symbolic Representation Language for Symbol Grounding
Xuan Wu
Xinhao Zhu
Yizheng Zhao
Xinyu Dai
FedMLAI4CE
198
2
0
22 Nov 2022
PAL: Program-aided Language Models
PAL: Program-aided Language ModelsInternational Conference on Machine Learning (ICML), 2022
Luyu Gao
Aman Madaan
Shuyan Zhou
Uri Alon
Pengfei Liu
Yiming Yang
Jamie Callan
Graham Neubig
ReLMLRM
635
628
0
18 Nov 2022
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent
  Semantic Communications
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic CommunicationsIEEE Transactions on Wireless Communications (TWC), 2022
Christo Kurisummoottil Thomas
Walid Saad
291
47
0
21 Oct 2022
Solving Reasoning Tasks with a Slot Transformer
Solving Reasoning Tasks with a Slot Transformer
Ryan Faulkner
Daniel Zoran
LRM
147
1
0
20 Oct 2022
Integration of Neuromorphic AI in Event-Driven Distributed Digitized
  Systems: Concepts and Research Directions
Integration of Neuromorphic AI in Event-Driven Distributed Digitized Systems: Concepts and Research DirectionsFrontiers in Neuroscience (Front. Neurosci.), 2022
Mattias Nilsson
Olov Schelén
Anders Lindgren
Ulf Bodin
Cristina Paniagua
J. Delsing
Fredrik Sandin
293
16
0
20 Oct 2022
Towards a neural architecture of language: Deep learning versus
  logistics of access in neural architectures for compositional processing
Towards a neural architecture of language: Deep learning versus logistics of access in neural architectures for compositional processing
F. Velde
110
0
0
19 Oct 2022
Graph-based Neural Modules to Inspect Attention-based Architectures: A
  Position Paper
Graph-based Neural Modules to Inspect Attention-based Architectures: A Position Paper
B. W. Carvalho
Artur Garcez
Luís C. Lamb
156
1
0
13 Oct 2022
ViLPAct: A Benchmark for Compositional Generalization on Multimodal
  Human Activities
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human ActivitiesFindings (Findings), 2022
Terry Yue Zhuo
Yaqing Liao
Yuecheng Lei
Zhuang Li
Gerard de Melo
Xiaojun Chang
Yazhou Ren
Zenglin Xu
261
2
0
11 Oct 2022
A Gaze into the Internal Logic of Graph Neural Networks, with Logic
A Gaze into the Internal Logic of Graph Neural Networks, with Logic
Paul Tarau
NAI
183
3
0
05 Aug 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology
Muhammad Hassan
Haifei Guan
Aikaterini Melliou
Yuqi Wang
Qianhui Sun
...
Qi Huang
Jiefu Tan
Qinwang Xing
Peiwu Qin
Dongmei Yu
NAI
277
19
0
31 Jul 2022
Sparse Relational Reasoning with Object-Centric Representations
Sparse Relational Reasoning with Object-Centric Representations
Alex F Spies
Alessandra Russo
Murray Shanahan
OCLNAI
174
3
0
15 Jul 2022
Explaining Any ML Model? -- On Goals and Capabilities of XAI
Explaining Any ML Model? -- On Goals and Capabilities of XAIHumanities and Social Sciences Communications (HSSC), 2022
Moritz Renftle
Holger Trittenbach
M. Poznic
Reinhard Heil
ELM
178
12
0
28 Jun 2022
Knowledge Management System with NLP-Assisted Annotations: A Brief
  Survey and Outlook
Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook
Baihan Lin
271
14
0
15 Jun 2022
Learning Symbolic Operators: A Neurosymbolic Solution for Autonomous
  Disassembly of Electric Vehicle Battery
Learning Symbolic Operators: A Neurosymbolic Solution for Autonomous Disassembly of Electric Vehicle Battery
Yidong Du
Wenshuo Wang
Zhigang Wang
Hua Yang
Haitao Wang
Yinghao Cai
Ming Chen
204
3
0
07 Jun 2022
Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic
  Communication
Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic CommunicationGlobal Communications Conference (GLOBECOM), 2022
Christo Kurisummoottil Thomas
Walid Saad
175
25
0
22 May 2022
Selection-Inference: Exploiting Large Language Models for Interpretable
  Logical Reasoning
Selection-Inference: Exploiting Large Language Models for Interpretable Logical ReasoningInternational Conference on Learning Representations (ICLR), 2022
Antonia Creswell
Murray Shanahan
I. Higgins
ReLMLRM
313
433
0
19 May 2022
Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying
  Non-Autonomous Dynamical Systems
Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical SystemsIFAC-PapersOnLine (IFAC-PapersOnLine), 2022
Oliver Schön
Ricarda-Samantha Götte
Julia Timmermann
AI4CE
152
8
0
27 Apr 2022
Creative Problem Solving in Artificially Intelligent Agents: A Survey
  and Framework
Creative Problem Solving in Artificially Intelligent Agents: A Survey and FrameworkJournal of Artificial Intelligence Research (JAIR), 2022
Evana Gizzi
Lakshmi Nair
Sonia Chernova
Jivko Sinapov
AI4CE
250
18
0
21 Apr 2022
Design considerations for a hierarchical semantic compositional
  framework for medical natural language understanding
Design considerations for a hierarchical semantic compositional framework for medical natural language understandingPLoS ONE (PLoS ONE), 2022
R. Taira
A. Garlid
W. Speier
134
2
0
05 Apr 2022
Explainable and Interpretable Diabetic Retinopathy Classification Based
  on Neural-Symbolic Learning
Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning
Se-In Jang
M. Girard
Alexandre Hoang Thiery
100
6
0
01 Apr 2022
Knowledge-based Entity Prediction for Improved Machine Perception in
  Autonomous Systems
Knowledge-based Entity Prediction for Improved Machine Perception in Autonomous SystemsIEEE Intelligent Systems (IS), 2022
Ruwan Wickramarachchi
C. Henson
A. Sheth
152
13
0
30 Mar 2022
Neurosymbolic hybrid approach to driver collision warning
Neurosymbolic hybrid approach to driver collision warning
Kyongsik Yun
Thomas Lu
Alexander Huyen
Patrick Hammer
Pei Wang
119
1
0
28 Mar 2022
A World-Self Model Towards Understanding Intelligence
A World-Self Model Towards Understanding IntelligenceIEEE Access (IEEE Access), 2022
Yutao Yue
241
3
0
25 Mar 2022
On the link between conscious function and general intelligence in
  humans and machines
On the link between conscious function and general intelligence in humans and machines
Arthur Juliani
Kai Arulkumaran
Shuntaro Sasai
Ryota Kanai
298
28
0
24 Mar 2022
Neuro-Symbolic Verification of Deep Neural Networks
Neuro-Symbolic Verification of Deep Neural NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Xuan Xie
Kristian Kersting
Daniel Neider
AAMLNAI
204
22
0
02 Mar 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing?
  A Structured Review
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review
Kyle Hamilton
Aparna Nayak
Bojan Bozic
Luca Longo
NAI
308
88
0
24 Feb 2022
Tractable Boolean and Arithmetic Circuits
Tractable Boolean and Arithmetic Circuits
Adnan Darwiche
TPM
218
15
0
07 Feb 2022
Knowledge-Integrated Informed AI for National Security
Knowledge-Integrated Informed AI for National Security
Anu Myne
Kevin J. Leahy
Ryan Soklaski
237
0
0
04 Feb 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's
  Progressive Matrices
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive MatricesACM Computing Surveys (ACM CSUR), 2022
Mikolaj Malkiñski
Jacek Mańdziuk
491
54
0
28 Jan 2022
A Critical Review of Inductive Logic Programming Techniques for
  Explainable AI
A Critical Review of Inductive Logic Programming Techniques for Explainable AIIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zheng Zhang
Liangliang Xu
L. Yilmaz
Bo Liu
330
16
0
31 Dec 2021
Neuro-Symbolic Hierarchical Rule Induction
Neuro-Symbolic Hierarchical Rule InductionInternational Conference on Machine Learning (ICML), 2021
Claire Glanois
Xuening Feng
Zhaohui Jiang
Paul Weng
Matthieu Zimmer
Dong Li
Wulong Liu
NAI
189
33
0
26 Dec 2021
Logical Boltzmann Machines
Logical Boltzmann Machines
Son N. Tran
Artur Garcez
177
3
0
10 Dec 2021
Tell me why! Explanations support learning relational and causal
  structure
Tell me why! Explanations support learning relational and causal structure
Andrew Kyle Lampinen
Nicholas A. Roy
Ishita Dasgupta
Stephanie C. Y. Chan
Allison C. Tam
...
Chen Yan
Adam Santoro
Neil C. Rabinowitz
Jane X. Wang
Felix Hill
374
50
0
07 Dec 2021
Combining Sub-Symbolic and Symbolic Methods for Explainability
Combining Sub-Symbolic and Symbolic Methods for Explainability
Anna Himmelhuber
S. Grimm
Sonja Zillner
Mitchell Joblin
Martin Ringsquandl
Thomas Runkler
129
7
0
03 Dec 2021
A Survey on Hyperdimensional Computing aka Vector Symbolic
  Architectures, Part II: Applications, Cognitive Models, and Challenges
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and ChallengesACM Computing Surveys (CSUR), 2021
Denis Kleyko
D. Rachkovskij
Evgeny Osipov
A. Rahim
436
166
0
12 Nov 2021
A Survey on Neural-symbolic Learning Systems
A Survey on Neural-symbolic Learning SystemsNeural Networks (NN), 2021
Dongran Yu
Bo Yang
Da Liu
Hui Wang
Shirui Pan
368
96
0
10 Nov 2021
Relational Neural Markov Random Fields
Relational Neural Markov Random Fields
Yuqiao Chen
Sriraam Natarajan
Nicholas Ruozzi
BDL
261
0
0
18 Oct 2021
SLASH: Embracing Probabilistic Circuits into Neural Answer Set
  Programming
SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming
Arseny Skryagin
Wolfgang Stammer
Daniel Ochs
Devendra Singh Dhami
Kristian Kersting
NAI
324
9
0
07 Oct 2021
MetaCOG: A Hierarchical Probabilistic Model for Learning Meta-Cognitive
  Visual Representations
MetaCOG: A Hierarchical Probabilistic Model for Learning Meta-Cognitive Visual Representations
Marlene D. Berke
Zhangir Azerbayev
M. Belledonne
Zenna Tavares
J. Jara-Ettinger
227
1
0
06 Oct 2021
Natlog: a Lightweight Logic Programming Language with a Neuro-symbolic
  Touch
Natlog: a Lightweight Logic Programming Language with a Neuro-symbolic Touch
Paul Tarau
NAI
126
9
0
17 Sep 2021
Meta-brain Models: biologically-inspired cognitive agents
Meta-brain Models: biologically-inspired cognitive agents
Bradly Alicea
Jesse Parent
LM&Ro
225
1
0
31 Aug 2021
Automating Crystal-Structure Phase Mapping: Combining Deep Learning with
  Constraint Reasoning
Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning
Di Chen
Yiwei Bai
Sebastian Ament
Wenting Zhao
D. Guevarra
Lan Zhou
B. Selman
R. B. Dover
J. Gregoire
Daniel Schwalbe-Koda
145
62
0
21 Aug 2021
Semantic Reasoning with Differentiable Graph Transformations
Semantic Reasoning with Differentiable Graph Transformations
A. Cetoli
NAILRM
109
0
0
20 Jul 2021
Improving Coherence and Consistency in Neural Sequence Models with
  Dual-System, Neuro-Symbolic Reasoning
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
Maxwell Nye
Michael Henry Tessler
J. Tenenbaum
Brenden M. Lake
262
139
0
06 Jul 2021
Techniques for Symbol Grounding with SATNet
Techniques for Symbol Grounding with SATNet
Sever Topan
David Rolnick
X. Si
NAI
179
28
0
16 Jun 2021
Bridge Networks: Relating Inputs through Vector-Symbolic Manipulations
Bridge Networks: Relating Inputs through Vector-Symbolic Manipulations
W. Olin-Ammentorp
M. Bazhenov
GNN
308
4
0
15 Jun 2021
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