Approximate Knowledge Graph Query Answering: From Ranking to Binary
Classification

Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification

22 February 2021

Teodor Aleksiev

Dimitrios Alivanistos

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Papers citing "Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification"

12 / 12 papers shown

Title
Complex Query Answering with Neural Link Predictors Erik Arakelyan Daniel Daza Pasquale Minervini Michael Cochez 74 134 0 06 Nov 2020
Analyzing Differentiable Fuzzy Implications Emile van Krieken Erman Acar F. V. Harmelen AI4CE 55 29 0 04 Jun 2020
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings Hongyu Ren Weihua Hu J. Leskovec 64 309 0 14 Feb 2020
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 237 4,364 0 06 Mar 2019
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 82 291 0 05 Jun 2018
Adversarial Sets for Regularising Neural Link Predictors Pasquale Minervini T. Demeester Tim Rocktaschel Sebastian Riedel PINN 57 100 0 24 Jul 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,488 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 194 4,831 0 17 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 659 29,154 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 358 7,671 0 30 Jun 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 93 2,984 0 20 Jun 2016
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 107 3,203 0 20 Dec 2014