NeurASP: Embracing Neural Networks into Answer Set Programming

15 July 2023

Papers citing "NeurASP: Embracing Neural Networks into Answer Set Programming"

29 / 29 papers shown

Title
Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens Samuele Bortolotti Emanuele Marconato Paolo Morettin Andrea Passerini Stefano Teso 61 2 0 16 Feb 2025
Visual Graph Question Answering with ASP and LLMs for Language Parsing Jakob Johannes Bauer Thomas Eiter Nelson Higuera Ruiz J. Oetsch GNN 64 0 0 13 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Y. Yang Xiao Lin Zhipeng Zhao SSL 80 9 0 28 Jan 2025
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation Bowen Li Zhaoyu Li Qiwei Du Jinqi Luo Wenshan Wang ... Katia P. Sycara Pradeep Kumar Ravikumar Alexander G. Gray X. Si Sebastian A. Scherer AI4CE LRM 81 3 0 01 Nov 2024
Dolphin: A Programmable Framework for Scalable Neurosymbolic Learning Aaditya Naik Jason Liu Claire Wang Saikat Dutta Mayur Naik Mayur Naik Eric Wong 26 1 0 04 Oct 2024
On the Independence Assumption in Neurosymbolic Learning Emile van Krieken Pasquale Minervini E. Ponti Antonio Vergari 48 10 0 12 Apr 2024
Simple and Effective Transfer Learning for Neuro-Symbolic Integration Alessandro Daniele Tommaso Campari Sagar Malhotra Luciano Serafini 27 1 0 21 Feb 2024
Semirings for Probabilistic and Neuro-Symbolic Logic Programming Vincent Derkinderen Robin Manhaeve Pedro Zuidberg Dos Martires Luc de Raedt NAI 27 5 0 21 Feb 2024
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks Parth Padalkar Gopal Gupta 19 3 0 19 Oct 2023
Learning Reliable Logical Rules with SATNet Zhaoyu Li Jinpei Guo Yuhe Jiang Xujie Si LRM NAI 27 2 0 03 Oct 2023
A Novel Neural-symbolic System under Statistical Relational Learning Dongran Yu Xueyan Liu Shirui Pan Anchen Li Bo Yang AI4CE NAI 14 1 0 16 Sep 2023
dPASP: A Comprehensive Differentiable Probabilistic Answer Set Programming Environment For Neurosymbolic Learning and Reasoning Renato Lui Geh J. Gonçcalves I. Silveira Denis Deratani Mauá Fabio Gagliardi Cozman BDL 8 4 0 05 Aug 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 29 9 0 10 Jul 2023
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators Zhun Yang Joohyung Lee Chi-youn Park 19 18 0 10 Jul 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling D. Dhami Kristian Kersting NAI 29 6 0 03 Jul 2023
Scalable Neural-Probabilistic Answer Set Programming Arseny Skryagin Daniel Ochs D. Dhami Kristian Kersting 32 5 0 14 Jun 2023
Towards end-to-end ASP computation Taisuke Sato A. Takemura Katsumi Inoue 14 2 0 12 Jun 2023
ASPER: Answer Set Programming Enhanced Neural Network Models for Joint Entity-Relation Extraction Trung Hoang Le H. Cao Tran Cao Son 23 1 0 24 May 2023
Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture Paulo Shakarian Gerardo I. Simari NAI 29 4 0 23 Feb 2023
A Scalable Technique for Weak-Supervised Learning with Domain Constraints Sudhir Agarwal A. Sreepathy Lalla Mouatadid 13 0 0 12 Jan 2023
NeuPSL: Neural Probabilistic Soft Logic Connor Pryor Charles Dickens Eriq Augustine Alon Albalak William Wang Lise Getoor NAI 6 33 0 27 May 2022
Efficient Knowledge Compilation Beyond Weighted Model Counting Rafael Kiesel Pietro Totis Angelika Kimmig 27 7 0 16 May 2022
Neuro-Symbolic Forward Reasoning Hikaru Shindo D. Dhami Kristian Kersting NAI LRM 30 22 0 18 Oct 2021
SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming Arseny Skryagin Wolfgang Stammer Daniel Ochs D. Dhami Kristian Kersting NAI 33 6 0 07 Oct 2021
Target Languages (vs. Inductive Biases) for Learning to Act and Plan Hector Geffner 36 6 0 15 Sep 2021
DeepStochLog: Neural Stochastic Logic Programming Thomas Winters G. Marra Robin Manhaeve Luc de Raedt BDL NAI 19 61 0 23 Jun 2021
A conditional, a fuzzy and a probabilistic interpretation of self-organising maps Laura Giordano Valentina Gliozzi Daniele Theseider Dupré AI4CE 37 23 0 11 Mar 2021
Weighted defeasible knowledge bases and a multipreference semantics for a deep neural network model Laura Giordano Daniele Theseider Dupré 30 35 0 24 Dec 2020
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 56 209 0 24 May 2017