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Interpretable Neural-Symbolic Concept Reasoning
27 April 2023
Pietro Barbiero
Gabriele Ciravegna
Francesco Giannini
M. Zarlenga
Lucie Charlotte Magister
Alberto Tonda
Pietro Lio'
F. Precioso
M. Jamnik
G. Marra
NAI
LRM
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Papers citing
"Interpretable Neural-Symbolic Concept Reasoning"
9 / 9 papers shown
Title
If Concept Bottlenecks are the Question, are Foundation Models the Answer?
Nicola Debole
Pietro Barbiero
Francesco Giannini
Andrea Passerini
Stefano Teso
Emanuele Marconato
39
0
0
28 Apr 2025
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
47
1
0
01 Apr 2025
Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
Xin-Chao Xu
Yi Qin
Lu Mi
Hao Wang
X. Li
52
9
0
03 Jan 2025
Semi-supervised Concept Bottleneck Models
Lijie Hu
Tianhao Huang
Huanyi Xie
Chenyang Ren
Zhengyu Hu
Lu Yu
Lu Yu
Ping Ma
Di Wang
35
4
0
27 Jun 2024
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
M. Zarlenga
Pietro Barbiero
Gabriele Ciravegna
G. Marra
Francesco Giannini
...
F. Precioso
S. Melacci
Adrian Weller
Pietro Lio'
M. Jamnik
53
52
0
19 Sep 2022
Algorithmic Concept-based Explainable Reasoning
Dobrik Georgiev
Pietro Barbiero
Dmitry Kazhdan
Petar Velivcković
Pietro Lió
59
16
0
15 Jul 2021
Relational Reasoning Networks
G. Marra
Michelangelo Diligenti
Francesco Giannini
NAI
12
4
0
01 Jun 2021
Logic Tensor Networks
Samy Badreddine
Artur Garcez
Luciano Serafini
Michael Spranger
NAI
67
196
0
25 Dec 2020
On Completeness-aware Concept-Based Explanations in Deep Neural Networks
Chih-Kuan Yeh
Been Kim
Sercan Ö. Arik
Chun-Liang Li
Tomas Pfister
Pradeep Ravikumar
FAtt
115
293
0
17 Oct 2019
1