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Traversing Knowledge Graphs in Vector Space

3 June 2015

Papers citing "Traversing Knowledge Graphs in Vector Space"

50 / 118 papers shown

Title
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 78 2 0 16 Oct 2024
Efficient Parallel Multi-Hop Reasoning: A Scalable Approach for Knowledge Graph Analysis Jesmin Jahan Tithi Fabio Checconi Fabrizio Petrini LRM 61 0 0 11 Jun 2024
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning Ying Ma Owen Burns Mingqiu Wang Gang Li Nan Du Laurent El Shafey Liqiang Wang Izhak Shafran H. Soltau SSL ReLM OffRL LRM 140 0 0 22 May 2024
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning Tianle Xia Liang Ding Guojia Wan Yibing Zhan Bo Du Dacheng Tao LRM 72 1 0 02 May 2024
Efficient Learning of Discrete-Continuous Computation Graphs David Friede Mathias Niepert 53 3 0 26 Jul 2023
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao AI4TS 55 20 0 08 Apr 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 120 38 0 26 Mar 2023
Principled and Efficient Motif Finding for Structure Learning of Lifted Graphical Models Jonathan Feldstein Dominic Phillips Efthymia Tsamoura 76 2 0 09 Feb 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
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
Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas Shuai Zhang Susie Xi Rao Ce Zhang NAI 114 24 0 28 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 119 32 0 19 Sep 2022
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs Vítor Lourencco A. Paes AI4TS 52 7 0 07 Jun 2022
Neural-Symbolic Models for Logical Queries on Knowledge Graphs Zhaocheng Zhu Mikhail Galkin Zuobai Zhang Jian Tang NAI 61 80 0 16 May 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
Neuro-Symbolic Hierarchical Rule Induction Claire Glanois Xuening Feng Zhaohui Jiang Paul Weng Matthieu Zimmer Dong Li Wulong Liu NAI 73 24 0 26 Dec 2021
DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Haotian Li Hongri Liu Yao Wang Guodong Xin Yuliang Wei 60 1 0 18 Dec 2021
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules Wen Zhang Shumin Deng Yin Hua Liang Wang Qiang Chen Feiyu Xiong Xiangwen Liu Huajun Chen 70 10 0 16 Dec 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns Peru Bhardwaj John D. Kelleher Luca Costabello Declan O’Sullivan 381 20 0 11 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 59 0 0 10 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 61 3 0 02 Nov 2021
Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding Yushi Hirose Masashi Shimbo Taro Watanabe 27 1 0 01 Nov 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 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
Integrating Approaches to Word Representation Yuval Pinter NAI 94 5 0 10 Sep 2021
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs X. Chen Ziniu Hu Yizhou Sun 76 32 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
An Adversarial Transfer Network for Knowledge Representation Learning Huijuan Wang Shuangyin Li Rong Pan GAN 48 5 0 30 Apr 2021
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation Saiping Guan Xiaolong Jin Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 71 31 0 21 Apr 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 74 599 0 13 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
Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction George Stoica Emmanouil Antonios Platanios Barnabas Poczos ReLM 49 3 0 09 Dec 2020
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
Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference Guanglin Niu Yue Liu Yongfei Zhang Yongpan Sheng C. Shi Jingyang Li Shiliang Pu 50 4 0 06 Oct 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph Xin Lv Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu Wei Zhang Yichi Zhang Hao Kong Suhui Wu LRM 66 67 0 05 Oct 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 66 123 0 16 Sep 2020
Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings David Chang Ivana Balazevic Carl Allen Daniel Chawla C. Brandt R. Taylor 83 40 0 24 Jun 2020
Multi-View Graph Neural Networks for Molecular Property Prediction Hehuan Ma Yatao Bian Yu Rong Wenbing Huang Tingyang Xu Wei-yang Xie Geyan Ye Junzhou Huang 116 44 0 17 May 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 103 81 0 30 Apr 2020
Faithful Embeddings for Knowledge Base Queries Haitian Sun Andrew O. Arnold Tania Bedrax-Weiss Fernando Pereira William W. Cohen RALM 120 5 0 07 Apr 2020
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning Gaole He Junyi Li Wayne Xin Zhao Peiju Liu Ji-Rong Wen 101 39 0 28 Mar 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 76 62 0 14 Feb 2020
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings Hongyu Ren Weihua Hu J. Leskovec 116 309 0 14 Feb 2020
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Yue Liu Peng Cui Si Liu Jingyang Li Xiaowei Zhang 69 62 0 20 Nov 2019
CoKE: Contextualized Knowledge Graph Embedding Quan Wang Pingping Huang Haifeng Wang Songtai Dai Wenbin Jiang Jing Liu Yajuan Lyu Yong Zhu Hua Wu 129 87 0 06 Nov 2019
Reasoning Over Paths via Knowledge Base Completion Saatviga Sudhahar Ian Roberts Andrea Pierleoni 26 2 0 01 Nov 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs A. Sadeghian Mohammadreza Armandpour P. Ding D. Wang 93 317 0 31 Oct 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 124 82 0 28 Oct 2019