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2002.02193
Cited By
Relational Neural Machines
European Conference on Artificial Intelligence (ECAI), 2020
6 February 2020
G. Marra
Michelangelo Diligenti
Francesco Giannini
Marco Gori
Marco Maggini
NAI
BDL
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Papers citing
"Relational Neural Machines"
23 / 23 papers shown
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Xiao-Wen Yang
Jie-Jing Shao
Lan-Zhe Guo
Bo-Wen Zhang
Zhi Zhou
Lin-Han Jia
Wang-Zhou Dai
Yu-Feng Li
LRM
266
12
0
19 Aug 2025
Grounding Methods for Neural-Symbolic AI
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Rodrigo Castellano Ontiveros
Francesco Giannini
Marco Gori
Giuseppe Marra
Michelangelo Diligenti
NAI
349
2
0
10 Jul 2025
Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learners
Chun Feng
Joy Hsu
Weiyu Liu
Jiajun Wu
PINN
LRM
328
10
0
30 Apr 2024
LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
International Conference on Learning Representations (ICLR), 2023
Weidi Xu
Jingwei Wang
Lele Xie
Jianshan He
Hongting Zhou
Taifeng Wang
Xiaopei Wan
Jingdong Chen
Chao Qu
Wei Chu
560
6
0
27 Sep 2023
Parallel Neurosymbolic Integration with Concordia
International Conference on Machine Learning (ICML), 2023
Jonathan Feldstein
Modestas Jurcius
Efthymia Tsamoura
NAI
277
3
0
01 Jun 2023
Interpretable Neural-Symbolic Concept Reasoning
International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2023
Pietro Barbiero
Gabriele Ciravegna
Francesco Giannini
M. Zarlenga
Lucie Charlotte Magister
Alberto Tonda
Pietro Lio
F. Precioso
M. Jamnik
G. Marra
NAI
LRM
437
64
0
27 Apr 2023
Knowledge Enhanced Graph Neural Networks for Graph Completion
International Conference on Data Science and Advanced Analytics (DSAA), 2023
Luisa Werner
Nabil Layaïda
P. Genevès
Sarah Chlyah
359
4
0
27 Mar 2023
Knowledge Enhanced Neural Networks for relational domains
International Conference of the Italian Association for Artificial Intelligence (AIxIA), 2022
Alessandro Daniele
Luciano Serafini
247
11
0
31 May 2022
Differentiable Rule Induction with Learned Relational Features
International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2022
R. Kusters
Yusik Kim
Marine Collery
C. Marie
Shubham Gupta
194
17
0
17 Jan 2022
A Critical Review of Inductive Logic Programming Techniques for Explainable AI
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zheng Zhang
Liangliang Xu
L. Yilmaz
Bo Liu
389
19
0
31 Dec 2021
DeepPSL: End-to-end perception and reasoning
Sridhar Dasaratha
Sai Akhil Puranam
Karmvir Singh Phogat
Sunil R. Tiyyagura
Nigel P. Duffy
BDL
ReLM
LRM
403
3
0
28 Sep 2021
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey
Artificial Intelligence (AI), 2021
Giuseppe Marra
Sebastijan Dumancic
Robin Manhaeve
Luc de Raedt
NAI
454
105
0
25 Aug 2021
Relational Reasoning Networks
Knowledge-Based Systems (KBS), 2021
G. Marra
Michelangelo Diligenti
Francesco Giannini
NAI
442
8
0
01 Jun 2021
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case
Information Fusion (Inf. Fusion), 2021
Natalia Díaz Rodríguez
Alberto Lamas
Jules Sanchez
Gianni Franchi
Ivan Donadello
Siham Tabik
David Filliat
P. Cruz
Rosana Montes
Francisco Herrera
350
98
0
24 Apr 2021
Differentiable Inductive Logic Programming for Structured Examples
AAAI Conference on Artificial Intelligence (AAAI), 2021
Hikaru Shindo
Masaaki Nishino
Akihiro Yamamoto
NAI
327
38
0
02 Mar 2021
Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases
M. V. Bekkum
M. D. Boer
F. V. Harmelen
André Meyer-Vitali
A. T. Teije
287
103
0
23 Feb 2021
Neurosymbolic AI: The 3rd Wave
Artificial Intelligence Review (AIR), 2020
Artur Garcez
Luís C. Lamb
NAI
476
464
0
10 Dec 2020
Contrastive Losses and Solution Caching for Predict-and-Optimize
Maxime Mulamba
Jayanta Mandi
Michelangelo Diligenti
M. Lombardi
Víctor Bucarey
Tias Guns
523
70
0
10 Nov 2020
Zero-shot Multi-Domain Dialog State Tracking Using Descriptive Rules
International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2020
Edgar Altszyler
Pablo Brusco
Nikoletta Basiou
John Byrnes
D. Vergyri
305
7
0
17 Sep 2020
Neural Networks Enhancement with Logical Knowledge
Alessandro Daniele
Luciano Serafini
NAI
273
6
0
13 Sep 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks
Machine-mediated learning (ML), 2020
Gustav Sourek
F. Železný
Ondrej Kuzelka
NAI
315
20
0
13 Jul 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Luc de Raedt
Sebastijan Dumancic
Robin Manhaeve
Giuseppe Marra
NAI
279
133
0
18 Mar 2020
T-Norms Driven Loss Functions for Machine Learning
G. Marra
Francesco Giannini
Michelangelo Diligenti
Marco Maggini
Marco Gori
530
16
0
26 Jul 2019
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