Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs

13 May 2019

Papers citing "Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs"

36 / 36 papers shown

Title
K-ON: Stacking Knowledge On the Head Layer of Large Language Model Lingbing Guo Wenjie Qu Zhongpu Bo Zhuo Chen Mengshu Sun Qing Cui Wen Zhang H. Chen 96 0 0 10 Feb 2025
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Xin Yuan Wenjie Zhang LRM 78 4 0 18 Oct 2024
Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment Qijie Ding Jie Yin Daokun Zhang Junbin Gao 56 4 0 05 Jul 2023
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion Jining Wang Chuan Chen Zibin Zheng Yuren Zhou 30 1 0 17 Jun 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment Jianheng Tang Kangfei Zhao Jia Li 37 26 0 11 May 2023
Deep Active Alignment of Knowledge Graph Entities and Schemata Jiacheng Huang Zequn Sun Qijin Chen Xiaozhou Xu Weijun Ren Wei Hu 19 11 0 10 Apr 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 15 0 0 06 Feb 2023
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules Yinyu Lan Shizhu He Kang Liu Jun Zhao 16 3 0 07 Jan 2023
Guiding Neural Entity Alignment with Compatibility Bing Liu Harrisen Scells Wenlan Hua Guido Zuccon Genghong Zhao Xia Zhang 26 8 0 29 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
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation Xin Mao Wenting Wang Yuanbin Wu Man Lan 3DV 28 33 0 19 Oct 2022
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment Qijie Ding Daokun Zhang Jie Yin OT 21 6 0 05 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
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
Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities Xueliang Wang Jiajun Chen Feng Wu Jie Wang 22 2 0 16 Jun 2022
Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion Yuling Li Kui Yu Yuhong Zhang Xindong Wu 18 3 0 22 Mar 2022
Ensemble Semi-supervised Entity Alignment via Cycle-teaching Kexuan Xin Zequn Sun Wen Hua Bing Liu Wei Hu Jianfeng Qu Xiaofang Zhou 27 15 0 12 Mar 2022
Informed Multi-context Entity Alignment Kexuan Xin Zequn Sun Wen Hua Wei Hu Xiaofang Zhou 18 17 0 02 Jan 2022
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 23 12 0 20 Nov 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 76 150 0 09 Sep 2021
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment Xin Mao Wenting Wang Yuanbin Wu Man Lan 31 68 0 06 Sep 2021
Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness Xin Mao Wenting Wang Yuanbin Wu Man Lan 24 26 0 11 Aug 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding Zhiyuan Qi Ziheng Zhang Jiaoyan Chen Xi Chen Yuejia Xiang Ningyu Zhang Yefeng Zheng 30 38 0 12 May 2021
Reinforcement Learning based Collective Entity Alignment with Adaptive Features Weixin Zeng Xiang Zhao Jiuyang Tang Xuemin Lin Paul Groth 22 55 0 05 Jan 2021
Knowledge Graph Embedding with Atrous Convolution and Residual Learning Feiliang Ren Jucheng Li Huihui Zhang Shilei Liu Bochao Li Ruicheng Ming Yujia Bai 19 34 0 23 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 35 3 0 12 Oct 2020
Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu Muhao Chen Dan Roth Nigel Collier OCL 21 117 0 28 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 26 114 0 16 Sep 2020
Relational Reflection Entity Alignment Xin Mao Wenting Wang Huimin Xu Yuanbin Wu Man Lan 20 131 0 18 Aug 2020
Degree-Aware Alignment for Entities in Tail Weixin Zeng Xiang Zhao Wei Wang Jiuyang Tang Zhen Tan 21 67 0 25 May 2020
Neighborhood Matching Network for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 29 124 0 12 May 2020
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen F. Akrami Chengkai Li 24 242 0 10 Mar 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 22 340 0 03 Feb 2020
Active Learning for Entity Alignment M. Berrendorf Evgeniy Faerman Volker Tresp 27 17 0 24 Jan 2020
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 25 377 0 21 Nov 2019
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 276 1,944 0 09 Jun 2018