Convolutional 2D Knowledge Graph Embeddings

5 July 2017

Tim Dettmers

Papers citing "Convolutional 2D Knowledge Graph Embeddings"

50 / 839 papers shown

Title
Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction Jianfeng Wu Sijie Mai Haifeng Hu 24 0 0 22 Nov 2022
RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs Genet Asefa Gesese Harald Sack Mehwish Alam 33 22 0 21 Nov 2022
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu Junjie Ou Hui Xu Luoyi Fu AI4TS 8 92 0 20 Nov 2022
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 29 76 0 19 Nov 2022
ReInform: Selecting paths with reinforcement learning for contextualized link prediction M. Speranskaya Sameh Methias Benjamin Roth KELM LRM 24 0 0 19 Nov 2022
Knowledge Graph Refinement based on Triplet BERT-Networks Armita Khajeh Nassiri Nathalie Pernelle Fatiha Saïs Gianluca Quercini 21 3 0 18 Nov 2022
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark Shubham Mittal Keshav Kolluru Soumen Chakrabarti Mausam 38 4 0 13 Nov 2022
Instance-based Learning for Knowledge Base Completion Wanyun Cui Xingran Chen 24 7 0 13 Nov 2022
DeepE: a deep neural network for knowledge graph embedding Zhu Danhao Shen Si Huang Shujian Yinhong Chang Ding Ziqi GNN 24 1 0 09 Nov 2022
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning Qian Li Shafiq Joty Daling Wang Shi Feng Yifei Zhang 15 3 0 08 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 31 60 0 07 Nov 2022
EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs Xiaobin Tian Zequn Sun Guang-pu Li Wei Hu 19 0 0 05 Nov 2022
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Jason Youn I. Tagkopoulos KELM 22 20 0 04 Nov 2022
Discover Important Paths in the Knowledge Graph Based on Dynamic Relation Confidence Shanqing Yu Yijun Wu Ran Gan Jiajun Zhou Ziwan Zheng Qi Xuan 17 1 0 02 Nov 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion Jianhao Shen Chenguang Wang Ye Yuan Jiawei Han Heng Ji Koushik Sen Ming Zhang Dawn Song KELM ALM VPVLM 25 7 0 25 Oct 2022
RulE: Knowledge Graph Reasoning with Rule Embedding Xiaojuan Tang Song-Chun Zhu Yitao Liang Muhan Zhang 25 2 0 24 Oct 2022
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding Sirui Li Kok Wai Wong Dengya Zhu C. Fung GNN 22 1 0 21 Oct 2022
Transformer-based Entity Typing in Knowledge Graphs Zhiwei Hu Víctor Gutiérrez-Basulto Zhiliang Xiang Ru Li Jeff Z. Pan 25 18 0 20 Oct 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning Zixuan Li Zhongni Hou Saiping Guan Xiaolong Jin W. Peng Long Bai Yajuan Lyu Wei Li Jiafeng Guo Xueqi Cheng 33 26 0 18 Oct 2022
Joint Multilingual Knowledge Graph Completion and Alignment Vinh Tong Dat Quoc Nguyen Trung Thanh Huynh T. Nguyen Nguyen Quoc Viet Hung Mathias Niepert 19 5 0 17 Oct 2022
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths Xiangqing Shen Siwei Wu Rui Xia 28 13 0 14 Oct 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su Zihao Wang Tianqing Fang Hongming Zhang Yangqiu Song Tong Zhang 37 15 0 14 Oct 2022
Using Graph Algorithms to Pretrain Graph Completion Transformers Jonathan Pilault Mikhail Galkin Bahare Fatemi Perouz Taslakian David Vasquez C. Pal 30 0 0 14 Oct 2022
Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-hyun Je 33 3 0 12 Oct 2022
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension Xin Lv Yankai Lin Zijun Yao Kaisheng Zeng Jiajie Zhang Lei Hou Juanzi Li RALM 18 0 0 12 Oct 2022
Relational Message Passing for Fully Inductive Knowledge Graph Completion Yuxia Geng Jiaoyan Chen Jeff Z. Pan Mingyang Chen Song Jiang Wen Zhang Hua-zeng Chen 34 33 0 08 Oct 2022
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 78 71 0 03 Oct 2022
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings Xin Xie Zhoubo Li Xiaohan Wang Zhiyu Li Ningyu Zhang 47 10 0 01 Oct 2022
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction Hung Nghiep Tran Atsuhiro Takasu 8 16 0 30 Sep 2022
Spatio-Temporal Relation Learning for Video Anomaly Detection Hui Lv Zhen Cui Biao Wang Jian Yang 15 3 0 27 Sep 2022
Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Haotong Yang Zhouchen Lin Muhan Zhang 22 10 0 19 Sep 2022
Neural-Symbolic Entangled Framework for Complex Query Answering Zezhong Xu Wen Zhang Peng Ye Hui Chen Hua-zeng Chen 23 26 0 19 Sep 2022
Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs Saurav Manchanda 26 0 0 19 Sep 2022
Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs Roshni G. Iyer Yunsheng Bai Wei Wang Yizhou Sun 64 18 0 19 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 39 30 0 19 Sep 2022
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors Long Yu Zhi-Ping Luo Huanyong Liu Deng Lin Hongzhu Li Yafeng Deng 34 17 0 17 Sep 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion Chen Chen Yufei Wang Bing Li Kwok-Yan Lam 30 30 0 15 Sep 2022
Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling Yichi Zhang Wen Zhang 45 15 0 15 Sep 2022
Efficient multi-relational network representation using primes K. Bougiatiotis George Giannakopoulos 25 1 0 14 Sep 2022
Subsampling for Knowledge Graph Embedding Explained Hidetaka Kamigaito Katsuhiko Hayashi 20 2 0 13 Sep 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces J. Sohn Mingyu Derek Ma Muhao Chen 32 2 0 12 Sep 2022
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning Shangfei Zheng Weiqing Wang Jianfeng Qu Hongzhi Yin Wei Chen Lei Zhao LRM 26 22 0 03 Sep 2022
Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction Yufeng Zhang Weiqing Wang Hongzhi Yin Pengpeng Zhao Wei Chen Lei Zhao Soochow University 30 14 0 03 Sep 2022
Semi-supervised Training for Knowledge Base Graph Self-attention Networks on Link Prediction Shuanglong Yao D. Pi Junfu Chen Yufei Liu Zhiyuan Wu GNN 21 0 0 03 Sep 2022
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion Han Wu Jie Yin B. Rajaratnam Jianyuan Guo 24 8 0 02 Sep 2022
Learning Representations for Hyper-Relational Knowledge Graphs Harry Shomer Wei Jin Juanhui Li Yao Ma Jiliang Tang 41 18 0 30 Aug 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 21 60 0 24 Aug 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models Haris Widjaja Kiril Gashteovski Wiem Ben-Rim Pengfei Liu Christopher Malon Daniel Ruffinelli Carolin (Haas) Lawrence Graham Neubig 29 5 0 23 Aug 2022
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu LRM 30 14 0 22 Aug 2022
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision Alexander Kalinowski Yuan An 9 4 0 22 Aug 2022