Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs

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Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs

21 March 2023

Evgeny Kharlamov

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Papers citing "Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs"

13 / 13 papers shown

Title
Shrinking Embeddings for Hyper-Relational Knowledge Graphs Bo Xiong M. Nayyer Shirui Pan Steffen Staab 83 18 0 03 Jun 2023
Neural-Symbolic Models for Logical Queries on Knowledge Graphs Zhaocheng Zhu Mikhail Galkin Zuobai Zhang Jian Tang NAI 61 80 0 16 May 2022
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhanqiu Zhang Jie Wang Jiajun Chen Shuiwang Ji Feng Wu 100 121 0 26 Oct 2021
Complex Query Answering with Neural Link Predictors Erik Arakelyan Daniel Daza Pasquale Minervini Michael Cochez 148 134 0 06 Nov 2020
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Hongyu Ren J. Leskovec BDL 104 211 0 22 Oct 2020
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders Bhushan Kotnis Carolin (Haas) Lawrence Mathias Niepert RALM 84 41 0 06 Apr 2020
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings Hongyu Ren Weihua Hu J. Leskovec 116 309 0 14 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 632 42,770 0 03 Dec 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 115 2,148 0 26 Feb 2019
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 102 336 0 31 Aug 2018
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 113 291 0 05 Jun 2018
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning Wenhan Xiong Thi-Lan-Giao Hoang William Yang Wang 133 729 0 20 Jul 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 477 2,483 0 10 Mar 2017