RelNN: A Deep Neural Model for Relational Learning

7 December 2017

Papers citing "RelNN: A Deep Neural Model for Relational Learning"

25 / 25 papers shown

Title
NeurASP: Embracing Neural Networks into Answer Set ProgrammingInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Zhun Yang Adam Ishay Joohyung Lee NAI 264 187 0 15 Jul 2023
Neuro-Symbolic Inductive Logic Programming with Logical Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Prithviraj Sen B. W. Carvalho Ryan Riegel Alexander G. Gray NAI AI4CE 213 72 0 06 Dec 2021
Generating Contrastive Explanations for Inductive Logic Programming Based on a Near Miss Approach Johannes Rabold M. Siebers Ute Schmid 92 19 0 15 Jun 2021
NeuralLog: a Neural Logic Language Victor Guimarães Vítor Santos Costa NAI 156 5 0 04 May 2021
Prototypical Representation Learning for Relation ExtractionInternational Conference on Learning Representations (ICLR), 2021 Ning Ding Xiaobin Wang Yao Fu Guangwei Xu Rui Wang Pengjun Xie Ying Shen Fei Huang Haitao Zheng Rui Zhang 108 65 0 22 Mar 2021
Predicting Rigid Body Dynamics using Dual Quaternion Recurrent Neural Networks with Quaternion AttentionIEEE Access (IEEE Access), 2020 Johannes Pöppelbaum Andreas Schwung 121 13 0 17 Nov 2020
Modeling Content and Context with Deep Relational LearningTransactions of the Association for Computational Linguistics (TACL), 2020 Maria Leonor Pacheco Dan Goldwasser NAI 217 35 0 20 Oct 2020
Extending Answer Set Programs with Neural Networks Zhun Yang ReLM NAI LRM 171 0 0 22 Sep 2020
In-Machine-Learning Database: Reimagining Deep Learning with Old-School SQL Len Du OOD 184 6 0 11 Apr 2020
Non-Parametric Learning of Lifted Restricted Boltzmann MachinesInternational Journal of Approximate Reasoning (IJAR), 2020 Navdeep Kaur Gautam Kunapuli Sriraam Natarajan 98 4 0 09 Jan 2020
Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph Johannes Rabold Hannah Deininger M. Siebers Ute Schmid FAtt 142 60 0 04 Oct 2019
Neural Networks for Relational DataInternational Conference on Inductive Logic Programming (ILP), 2019 Navdeep Kaur Gautam Kunapuli Saket Joshi Kristian Kersting Sriraam Natarajan GNN NAI 179 8 0 28 Aug 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 338 644 0 18 Jul 2019
Diachronic Embedding for Temporal Knowledge Graph CompletionAAAI Conference on Artificial Intelligence (AAAI), 2019 Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 229 392 0 06 Jul 2019
Knowledge-augmented Column Networks: Guiding Deep Learning with Advice M. Das Devendra Singh Dhami Yang Yu Gautam Kunapuli Sriraam Natarajan 84 0 0 31 May 2019
Neural Markov Logic NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2019 G. Marra Ondrej Kuzelka NAI 274 52 0 31 May 2019
Representation Learning for Dynamic Graphs: A SurveyJournal of machine learning research (JMLR), 2019 Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 254 532 0 27 May 2019
Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice M. Das Yang Yu Devendra Singh Dhami Gautam Kunapuli Sriraam Natarajan 106 0 0 15 Apr 2019
Learning Relational Representations with Auto-encoding Logic Programs Sebastijan Dumancic Tias Guns Wannes Meert Hendrik Blockeel NAI 182 30 0 29 Mar 2019
Equivariant Entity-Relationship Networks Devon R. Graham Junhao Wang Siamak Ravanbakhsh 182 8 0 21 Mar 2019
Can We Automate Diagrammatic Reasoning?Pattern Recognition (Pattern Recognit.), 2019 Sk. Arif Ahmed D. P. Dogra S. Kar P. Roy D. Prasad 128 4 0 13 Feb 2019
Improved Knowledge Graph Embedding using Background Taxonomic Information Bahare Fatemi Siamak Ravanbakhsh David Poole 157 40 0 07 Dec 2018
Logical Rule Induction and Theory Learning Using Neural Theorem Proving Andres Campero A. Pareja Tim Klinger J. Tenenbaum Sebastian Riedel NAI AI4CE 234 42 0 06 Sep 2018
Structure Learning for Relational Logistic Regression: An Ensemble Approach Nandini Ramanan Gautam Kunapuli Tushar Khot Bahare Fatemi Seyed Mehran Kazemi David Poole Kristian Kersting Sriraam Natarajan 66 12 0 06 Aug 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 216 797 0 13 Feb 2018