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From Statistical Relational to Neuro-Symbolic Artificial Intelligence

18 March 2020

Papers citing "From Statistical Relational to Neuro-Symbolic Artificial Intelligence"

50 / 52 papers shown

Title
TRIDENT: Temporally Restricted Inference via DFA-Enhanced Neural Traversal Vincenzo Collura Karim Tit Laura Bussi Eleonora Giunchiglia Maxime Cordy 49 0 0 11 Jun 2025
Taxonomic Networks: A Representation for Neuro-Symbolic Pairing Zekun Wang Ethan L. Haarer Nicki Barari Christopher MacLellan 15 0 0 30 May 2025
Have Large Language Models Learned to Reason? A Characterization via 3-SAT Phase Transition Rishi Hazra Gabriele Venturato Pedro Zuidberg Dos Martires Luc de Raedt ReLM LRM 104 2 0 04 Apr 2025
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 85 1 0 23 Mar 2025
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints Mihaela C. Stoian Eleonora Giunchiglia 122 3 0 25 Feb 2025
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Youngsung Kim NAI 112 0 0 04 Feb 2025
Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation Fieke Hillerstrom Gertjan J. Burghouts NAI 47 1 0 21 Aug 2024
Can Large Language Models Reason? A Characterization via 3-SAT Rishi Hazra Gabriele Venturato Pedro Zuidberg Dos Martires Luc de Raedt ELM ReLM LRM 71 6 0 13 Aug 2024
MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities Ali Riza Durmaz Akhil Thomas Lokesh Mishra Rachana Niranjan Murthy Thomas Straub 65 1 0 05 Aug 2024
Open-World Visual Reasoning by a Neuro-Symbolic Program of Zero-Shot Symbols Gertjan J. Burghouts Fieke Hillerstrom Erwin Walraven M. V. Bekkum Frank Ruis J. Sijs Jelle van Mil Judith Dijk NAI 66 1 0 18 Jul 2024
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic Connor Pryor Quan Yuan J. Liu Mehran Kazemi Deepak Ramachandran Tania Bedrax-Weiss Lise Getoor 95 2 0 26 Mar 2024
Strong hallucinations from negation and how to fix them Nicholas Asher Swarnadeep Bhar ReLM LRM 54 5 0 16 Feb 2024
Savvy: Trustworthy Autonomous Vehicles Architecture Ali Shoker Rehana Yasmin Paulo Esteves-Verissimo 69 0 0 08 Feb 2024
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning Charles Dickens Changyu Gao Connor Pryor Stephen J. Wright Lise Getoor 113 3 0 17 Jan 2024
Neural Markov Prolog Alexander Thomson David Page 30 0 0 27 Nov 2023
Interpretability is in the Mind of the Beholder: A Causal Framework for Human-interpretable Representation Learning Emanuele Marconato Andrea Passerini Stefano Teso 95 17 0 14 Sep 2023
Neuro-Symbolic Recommendation Model based on Logic Query Maonian Wu Bang-Chao Chen Shaojun Zhu Bo Zheng Wei Peng Mingyi Zhang NAI 104 3 0 14 Sep 2023
Beyond Traditional Neural Networks: Toward adding Reasoning and Learning Capabilities through Computational Logic Techniques Andrea Rafanelli NAI 63 0 0 30 Aug 2023
Neurosymbolic AI and its Taxonomy: a survey Wandemberg Gibaut Leonardo Pereira Fabio Grassiotto Alexandre Osorio Eder Gadioli Amparo Munoz Sildolfo Gomes Claudio dos Santos NAI AI4CE 43 6 0 12 May 2023
Interpretable Multimodal Misinformation Detection with Logic Reasoning Hui Liu Wenya Wang Haoliang Li 68 24 0 10 May 2023
DeepSaDe: Learning Neural Networks that Guarantee Domain Constraint Satisfaction Kshitij Goyal Sebastijan Dumancic Hendrik Blockeel 81 2 0 02 Mar 2023
Semantic Strengthening of Neuro-Symbolic Learning Kareem Ahmed Kai-Wei Chang Guy Van den Broeck 98 13 0 28 Feb 2023
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 76 42 0 07 Dec 2022
Neuro-Symbolic Spatio-Temporal Reasoning Pascal Hitzler Michael Sioutis Md Kamruzzaman Sarker Marjan Alirezaie Aaron Eberhart Stefan Wermter NAI 76 0 0 28 Nov 2022
Self-explaining deep models with logic rule reasoning Seungeon Lee Xiting Wang Sungwon Han Xiaoyuan Yi Xing Xie M. Cha NAI ReLM LRM 87 17 0 13 Oct 2022
Do Artificial Intelligence Systems Understand? Eduardo C. Garrido-Merchán Carlos Blanco 110 6 0 22 Jul 2022
Towards Semantic Communication Protocols: A Probabilistic Logic Perspective Sejin Seo Jihong Park Seung-Woo Ko Jinho Choi M. Bennis Seong-Lyun Kim 77 23 0 08 Jul 2022
PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning Simone Martone Francesco Manigrasso Lamberti Fabrizio Lia Morra 67 4 0 26 Jun 2022
NeuPSL: Neural Probabilistic Soft Logic Connor Pryor Charles Dickens Eriq Augustine Alon Albalak William Wang Lise Getoor NAI 91 34 0 27 May 2022
Neuro-Symbolic Learning of Answer Set Programs from Raw Data Daniel Cunnington Mark Law Jorge Lobo Alessandra Russo NAI 102 8 0 25 May 2022
Neuro-Symbolic Verification of Deep Neural Networks Xuan Xie Kristian Kersting Daniel Neider AAML NAI 69 16 0 02 Mar 2022
Strategy Synthesis for Zero-Sum Neuro-Symbolic Concurrent Stochastic Games Rui Yan G. Santos G. Norman David Parker Marta Kwiatkowska 32 9 0 13 Feb 2022
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming Eleonora Misino G. Marra Emanuele Sansone 67 26 0 07 Feb 2022
Tractable Boolean and Arithmetic Circuits Adnan Darwiche TPM 78 13 0 07 Feb 2022
Neuro-Symbolic Entropy Regularization Kareem Ahmed Eric Wang Kai-Wei Chang Guy Van den Broeck 109 23 0 25 Jan 2022
A Critical Review of Inductive Logic Programming Techniques for Explainable AI Zheng Zhang Liangliang Xu L. Yilmaz Bo Liu 48 10 0 31 Dec 2021
Relational Neural Markov Random Fields Yuqiao Chen Sriraam Natarajan Nicholas Ruozzi BDL 114 0 0 18 Oct 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 98 3 0 28 Sep 2021
Natlog: a Lightweight Logic Programming Language with a Neuro-symbolic Touch Paul Tarau NAI 33 9 0 17 Sep 2021
A Review of Some Techniques for Inclusion of Domain-Knowledge into Deep Neural Networks T. Dash Sharad Chitlangia Aditya Ahuja A. Srinivasan 110 133 0 21 Jul 2021
Faster-LTN: a neuro-symbolic, end-to-end object detection architecture Francesco Manigrasso Filomeno Davide Miro Lia Morra Fabrizio Lamberti ObjD 64 14 0 05 Jul 2021
DeepStochLog: Neural Stochastic Logic Programming Thomas Winters G. Marra Robin Manhaeve Luc de Raedt BDL NAI 83 64 0 23 Jun 2021
Neuro-Symbolic Constraint Programming for Structured Prediction Paolo Dragone Stefano Teso Andrea Passerini 76 18 0 31 Mar 2021
Differentiable Inductive Logic Programming for Structured Examples Hikaru Shindo Masaaki Nishino Akihiro Yamamoto NAI 91 32 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 72 74 0 23 Feb 2021
Differentiable Logic Machines Matthieu Zimmer Xuening Feng Claire Glanois Zhaohui Jiang Jianyi Zhang Paul Weng Li Dong Hao Jianye Liu Wulong AI4CE 81 23 0 23 Feb 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 178 212 0 25 Dec 2020
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 109 315 0 10 Dec 2020
Abductive Knowledge Induction From Raw Data Wang-Zhou Dai Stephen Muggleton 85 49 0 07 Oct 2020
Understanding Boolean Function Learnability on Deep Neural Networks: PAC Learning Meets Neurosymbolic Models Márcio Nicolau Anderson R. Tavares Zhiwei Zhang Pedro H. C. Avelar J. Flach Luís C. Lamb Moshe Y. Vardi NAI 70 2 0 13 Sep 2020