v1v2 (latest)

Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings

14 February 2020

Papers citing "Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings"

34 / 84 papers shown

Title
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 65 54 0 22 Feb 2022
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective Wen Zhang Jiaoyan Chen Juan Li Zezhong Xu Jeff Z. Pan Huajun Chen 75 30 0 15 Feb 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 81 231 0 21 Jan 2022
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 73 42 0 28 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 100 121 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
What is Learned in Knowledge Graph Embeddings? Michael R Douglas Michael Simkin Omri Ben-Eliezer Tianqi Wu Peter Chin Trung D. Q. Dang Andrew Wood 88 1 0 19 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
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs X. Chen Ziniu Hu Yizhou Sun 70 31 0 05 Aug 2021
Bilinear Scoring Function Search for Knowledge Graph Learning Yongqi Zhang Quanming Yao James T. Kwok 57 21 0 01 Jul 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
Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs Medina Andresel T. Tran Csaba Domokos Pasquale Minervini Daria Stepanova 47 1 0 26 Jun 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking Hang Jiang Sairam Gurajada Qiuhao Lu S. Neelam Lucian Popa Prithviraj Sen Yunyao Li Alexander G. Gray 53 25 0 17 Jun 2021
Query Embedding on Hyper-relational Knowledge Graphs Dimitrios Alivanistos M. Berrendorf Michael Cochez Mikhail Galkin 73 22 0 15 Jun 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 99 328 0 13 Jun 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs Christopher Morris Matthias Fey Nils M. Kriege GNN 55 24 0 12 May 2021
Towards General Natural Language Understanding with Probabilistic Worldbuilding Abulhair Saparov Tom Michael Mitchell 91 6 0 06 May 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 69 598 0 13 Apr 2021
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning Xuelu Chen Michael Boratko Muhao Chen S. Dasgupta Xiang Lorraine Li Andrew McCallum 80 46 0 09 Apr 2021
Logic Embeddings for Complex Query Answering F. Luus Prithviraj Sen Pavan Kapanipathi Ryan Riegel Ndivhuwo Makondo Thabang Lebese Alexander G. Gray NAI 70 23 0 28 Feb 2021
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification Ruud van Bakel Teodor Aleksiev Daniel Daza Dimitrios Alivanistos Michael Cochez 119 5 0 22 Feb 2021
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 113 361 0 18 Feb 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 91 67 0 02 Jan 2021
Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs Nurendra Choudhary Nikhil S. Rao S. Katariya Karthik Subbian Chandan K. Reddy 90 66 0 23 Dec 2020
Learning User Representations with Hypercuboids for Recommender Systems Shuai Zhang Huoyu Liu Aston Zhang Yue Hu Ce Zhang Yumeng Li Tanchao Zhu Shaojian He Wenwu Ou 48 17 0 11 Nov 2020
Complex Query Answering with Neural Link Predictors Erik Arakelyan Daniel Daza Pasquale Minervini Michael Cochez 132 134 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
Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable? Manas Gaur Keyur Faldu A. Sheth 112 114 0 16 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 97 3 0 12 Oct 2020
Learning Syllogism with Euler Neural-Networks Tiansi Dong Chengjiang Li Christian Bauckhage Juan-Zi Li Stefan Wrobel A. Cremers 21 4 0 14 Jul 2020
BoxE: A Box Embedding Model for Knowledge Base Completion Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz Tommaso Salvatori 88 183 0 13 Jul 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 95 50 0 02 Jul 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 100 81 0 30 Apr 2020