Neural-Symbolic Relational Reasoning on Graph Models: Effective Link
Inference and Computation from Knowledge Bases

Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases

5 May 2020

Pedro H. C. Avelar

Marcelo O. R. Prates

Papers citing "Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases"

15 / 15 papers shown

Title
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning Artur Garcez Marco Gori Luís C. Lamb Luciano Serafini Michael Spranger Son N. Tran NAI 93 292 0 15 May 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 115 696 0 26 Apr 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 577 8,496 0 03 Jan 2019
Recurrent Multi-Graph Neural Networks for Travel Cost Prediction Jilin Hu Chenjuan Guo B. Yang Christian S. Jensen Lu Chen 22 6 0 13 Nov 2018
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs Wenpeng Yin Yadollah Yaghoobzadeh Hinrich Schütze LRM 49 22 0 12 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 619 3,112 0 04 Jun 2018
Generative Code Modeling with Graphs Marc Brockschmidt Miltiadis Allamanis Alexander L. Gaunt Oleksandr Polozov 73 178 0 22 May 2018
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 79 1,923 0 27 Feb 2018
Learning Explanatory Rules from Noisy Data Richard Evans Edward Grefenstette 111 483 0 13 Nov 2017
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning Wenhan Xiong Thi-Lan-Giao Hoang William Yang Wang 66 722 0 20 Jul 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 466 7,431 0 04 Apr 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 178 4,807 0 17 Mar 2017
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks Rajarshi Das Arvind Neelakantan David Belanger Andrew McCallum NAI AI4CE LRM 62 268 0 05 Jul 2016
STransE: a novel embedding model of entities and relationships in knowledge bases Dat Quoc Nguyen Kairit Sirts Zhuang Li Mark Johnson 55 181 0 27 Jun 2016
Compositional Vector Space Models for Knowledge Base Completion Arvind Neelakantan Benjamin Roth Andrew McCallum BDL CoGe KELM 63 281 0 24 Apr 2015