Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs

22 October 2020

Papers citing "Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs"

50 / 113 papers shown

Title
Geometric Relational Embeddings: A Survey Bo Xiong M. Nayyeri Ming Jin Yunjie He Michael Cochez Shirui Pan Steffen Staab 125 7 0 24 Apr 2023
LogicRec: Recommendation with Users' Logical Requirements Zhenwei Tang Griffin Floto Armin Toroghi Shichao Pei Xiangliang Zhang Scott Sanner 66 4 0 23 Apr 2023
Sequential Recommendation with Probabilistic Logical Reasoning Huanhuan Yuan Pengpeng Zhao Xuefeng Xian Guanfeng Liu Victor S. Sheng Lei Zhao NAI 56 5 0 22 Apr 2023
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors hang Yin Zihao Wang Yangqiu Song 73 14 0 14 Apr 2023
From axioms over graphs to vectors, and back again: evaluating the properties of graph-based ontology embeddings Fernando Zhapa-Camacho Robert Hoehndorf 44 7 0 29 Mar 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 122 38 0 26 Mar 2023
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs Yunjie He M. Nayyeri Bo Xiong Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 145 2 0 21 Mar 2023
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs Jiaxin Bai Tianshi Zheng Yangqiu Song 68 16 0 25 Feb 2023
Online Symbolic Regression with Informative Query Pengwei Jin Di Huang Rui Zhang Xingui Hu Ziyuan Nan Zidong Du Qi Guo Yunji Chen 63 2 0 21 Feb 2023
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models Cosimo Gregucci M. Nayyeri Daniel Hernández Steffen Staab 81 22 0 13 Feb 2023
Knowledge-enhanced Neural Machine Reasoning: A Review Tanmoy Chowdhury Chen Ling Xuchao Zhang Xujiang Zhao Guangji Bai Jian Pei Haifeng Chen Liang Zhao 93 7 0 04 Feb 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering Erik Arakelyan Pasquale Minervini Daniel Daza Michael Cochez Isabelle Augenstein 61 13 0 29 Jan 2023
Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning Siyuan Wang Zhongyu Wei Jiarong Xu Taishan Li Zhihao Fan LRM 91 5 0 21 Jan 2023
Logical Message Passing Networks with One-hop Inference on Atomic Formulas Zihao Wang Yangqiu Song Ginny Wong Simon See 100 37 0 21 Jan 2023
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization Yushi Bai Xin Lv Juanzi Li Lei Hou 100 32 0 19 Dec 2022
Towards High-Order Complementary Recommendation via Logical Reasoning Network Longfeng Wu Yao Zhou Dawei Zhou 82 10 0 09 Dec 2022
NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs Haoran Luo E. Haihong Yuhao Yang Gengxian Zhou Yikai Guo Tianyu Yao Zichen Tang X. Lin Kaiyang Wan 69 10 0 24 Nov 2022
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs Ke Wang Peijun Qing Yongqian Li H. Lu Xiaodong Lin 109 30 0 27 Oct 2022
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 118 7 0 24 Oct 2022
Inductive Logical Query Answering in Knowledge Graphs Mikhail Galkin Zhaocheng Zhu Hongyu Ren Jian Tang 79 28 0 13 Oct 2022
Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas Shuai Zhang Susie Xi Rao Ce Zhang NAI 114 24 0 28 Sep 2022
Reasoning over Multi-view Knowledge Graphs Zhaohan Xi Ren Pang Changjiang Li Tianyu Du S. Ji Fenglong Ma Ting Wang 88 4 0 27 Sep 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Haotong Yang Zhouchen Lin Muhan Zhang 128 11 0 19 Sep 2022
Neural-Symbolic Entangled Framework for Complex Query Answering Zezhong Xu Wen Zhang Peng Ye Hui Chen Hua-zeng Chen 54 26 0 19 Sep 2022
Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries Xiao Liu Shiyu Zhao Kai Su Yukuo Cen J. Qiu Mengdi Zhang Wei Wu Yuxiao Dong Jie Tang 70 58 0 16 Aug 2022
FALCON: Scalable Reasoning over Inconsistent ALC Ontologies Tilman Hinnerichs Zhenwei Tang X. Peng Xiangliang Zhang Robert Hoehndorf 132 4 0 16 Aug 2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer Rachit Bansal Milan Aggarwal S. Bhatia Jivat Neet Kaur Balaji Krishnamurthy 43 4 0 12 Jun 2022
TAR: Neural Logical Reasoning across TBox and ABox Zhenwei Tang Shichao Pei X. Peng Fuzhen Zhuang Xiangliang Zhang Robert Hoehndorf 79 3 0 29 May 2022
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph Xu Lin Chengjin Xu E. Haihong Fenglong Su Gengxian Zhou Tianyi Hu Ningyuan Li Mingzhi Sun Haoran Luo ReLM 85 13 0 28 May 2022
Reasoning over Logically Interacted Conditions for Question Answering Haitian Sun William W. Cohen Ruslan Salakhutdinov 119 6 0 25 May 2022
Neural-Symbolic Models for Logical Queries on Knowledge Graphs Zhaocheng Zhu Mikhail Galkin Zuobai Zhang Jian Tang NAI 71 81 0 16 May 2022
Neural Program Synthesis with Query Di Huang Rui Zhang Xing Hu Xishan Zhang Pengwei Jin Nan Li Zidong Du Qi Guo Yunji Chen 48 2 0 08 May 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Xiaoli Li Ru Li Jeff Z. Pan LRM 83 31 0 02 May 2022
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings Jiaxin Bai Zihao Wang Hongming Zhang Yangqiu Song 140 39 0 27 Apr 2022
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs Charles Tapley Hoyt M. Berrendorf Mikhail Galkin Volker Tresp Benjamin M. Gyori 88 20 0 14 Mar 2022
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective Wen Zhang Jiaoyan Chen Juan Li Zezhong Xu Jeff Z. Pan Huajun Chen 80 30 0 15 Feb 2022
Faithiful Embeddings for EL++ Knowledge Bases Bo Xiong Nico Potyka T. Tran M. Nayyeri Steffen Staab 84 26 0 24 Jan 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 111 231 0 21 Jan 2022
Graph Collaborative Reasoning H. Chen Yunqi Li Shaoyun Shi Shuchang Liu He Zhu Yongfeng Zhang LRM 119 29 0 27 Dec 2021
SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs Hongyu Ren H. Dai Bo Dai Xinyun Chen Denny Zhou J. Leskovec Dale Schuurmans LRM 81 42 0 28 Oct 2021
Towards Robust Reasoning over Knowledge Graphs Zhaohan Xi Ren Pang Changjiang Li S. Ji Xiapu Luo Xusheng Xiao Ting Wang 36 0 0 27 Oct 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning Mattia Atzeni Jasmina Bogojeska Andreas Loukas ReLM LRM 73 15 0 27 Oct 2021
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhanqiu Zhang Jie Wang Jiajun Chen Shuiwang Ji Feng Wu 107 121 0 26 Oct 2021
Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs Nurendra Choudhary Nikhil S. Rao S. Katariya Karthik Subbian Chandan K. Reddy 81 37 0 26 Oct 2021
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding Thomas Gebhart J. Hansen Paul Schrater 91 5 0 07 Oct 2021
Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs Zihao Wang hang Yin Yangqiu Song 84 31 0 18 Sep 2021
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey Giuseppe Marra Sebastijan Dumancic Robin Manhaeve Luc de Raedt NAI 106 65 0 25 Aug 2021
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs Yao Zhang Peiyao Li Hongru Liang Adam Jatowt Zhenglu Yang ReLM 62 5 0 17 Aug 2021
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs X. Chen Ziniu Hu Yizhou Sun 76 32 0 05 Aug 2021
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings S. Dasgupta Michael Boratko Siddhartha Mishra Shriya Atmakuri Dhruvesh Patel Xiang Lorraine Li Andrew McCallum NAI 74 21 0 28 Jun 2021