Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey

Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey

14 February 2023

Ramon Fernández Mir

Jacques D. Fleuriot

Papers citing "Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey"

12 / 12 papers shown

Title
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 92 8 0 16 Mar 2025
Neuro-Symbolic Entity Alignment via Variational Inference Shengyuan Chen Qinggang Zhang Junnan Dong Wen Hua Jiannong Cao Xiao Huang 23 4 0 05 Oct 2024
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 114 2 0 02 Oct 2024
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents Haoyi Xiong Zhiyuan Wang Xuhong Li Jiang Bian Zeke Xie Shahid Mumtaz Laura E. Barnes LLMAG 34 7 0 11 Jul 2024
Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models Tolga Çöplü Arto Bendiken Andrii Skomorokhov Eduard Bateiko Stephen Cobb 24 1 0 22 May 2024
Neurosymbolic AI for Reasoning on Biomedical Knowledge Graphs L. Delong Ramon Fernández Mir Zonglin Ji Fiona Niamh Coulter Smith Jacques D. Fleuriot 33 1 0 17 Jul 2023
Knowledge Enhanced Graph Neural Networks for Graph Completion Luisa Werner Nabil Layaïda P. Genevès Sarah Chlyah 11 3 0 27 Mar 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 36 35 0 26 Mar 2023
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 26 5 0 15 Oct 2021
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion Prithviraj Sen B. W. Carvalho Ibrahim Abdelaziz Pavan Kapanipathi F. Luus Salim Roukos Alexander G. Gray NAI 29 6 0 16 Sep 2021
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 141 660 0 28 Dec 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 181 1,940 0 02 Feb 2020