NeuPSL: Neural Probabilistic Soft Logic

27 May 2022

Lise Getoor

Papers citing "NeuPSL: Neural Probabilistic Soft Logic"

23 / 23 papers shown

Title
Noise to the Rescue: Escaping Local Minima in Neurosymbolic Local Search Alessandro Daniele Emile van Krieken 65 0 0 03 Mar 2025
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints Mihaela C. Stoian Eleonora Giunchiglia 89 2 0 25 Feb 2025
TL-PCA: Transfer Learning of Principal Component Analysis Sharon Hendy Yehuda Dar 161 1 0 14 Oct 2024
Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture Zishen Wan Che-Kai Liu Hanchen Yang Ritik Raj Chaojian Li ... Yingyan Celine Lin Mohamed Ibrahim Jan M. Rabaey Tushar Krishna A. Raychowdhury 44 8 0 20 Sep 2024
On the use of neurosymbolic AI for defending against cyber attacks G. Grov Jonas Halvorsen Magnus Wiik Eckhoff Bjørn Jervell Hansen Martin Eian Vasileios Mavroeidis AAML NAI 35 0 0 09 Aug 2024
ULLER: A Unified Language for Learning and Reasoning Emile van Krieken Samy Badreddine Robin Manhaeve Eleonora Giunchiglia NAI 32 3 0 01 May 2024
On the Independence Assumption in Neurosymbolic Learning Emile van Krieken Pasquale Minervini E. Ponti Antonio Vergari 48 11 0 12 Apr 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 29 1 0 26 Mar 2024
Softened Symbol Grounding for Neuro-symbolic Systems Zenan Li Yuan Yao Taolue Chen Jingwei Xu Chun Cao Xiaoxing Ma Jian Lu NAI 21 14 0 01 Mar 2024
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts Emanuele Marconato Samuele Bortolotti Emile van Krieken Antonio Vergari Andrea Passerini Stefano Teso 41 19 0 19 Feb 2024
The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning Daniel Cunnington Mark Law Jorge Lobo Alessandra Russo NAI 34 7 0 02 Feb 2024
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning Charles Dickens Changyu Gao Connor Pryor Stephen J. Wright Lise Getoor 37 3 0 17 Jan 2024
Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI Zishen Wan Che-Kai Liu Hanchen Yang Chaojian Li Haoran You Yonggan Fu Cheng Wan Tushar Krishna Yingyan Lin A. Raychowdhury AAML 30 19 0 02 Jan 2024
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 24 76 0 17 Dec 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
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts Emanuele Marconato Stefano Teso Antonio Vergari Andrea Passerini 38 30 0 31 May 2023
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning Chi Han Qizheng He Charles Yu Xinya Du Hanghang Tong Heng Ji 29 13 0 22 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 49 232 0 20 May 2023
Semantic Strengthening of Neuro-Symbolic Learning Kareem Ahmed Kai-Wei Chang Guy Van den Broeck 11 12 0 28 Feb 2023
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference Emile van Krieken Thiviyan Thanapalasingam Jakub M. Tomczak F. V. Harmelen A. T. Teije 16 35 0 23 Dec 2022
DeepPSL: End-to-end perception and reasoning Sridhar Dasaratha Sai Akhil Puranam Karmvir Singh Phogat Sunil R. Tiyyagura Nigel P. Duffy BDL ReLM LRM 42 3 0 28 Sep 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 199 0 25 Dec 2020
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 59 209 0 24 May 2017