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DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

20 July 2017

Papers citing "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

50 / 173 papers shown

Title
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning Shangfei Zheng Weiqing Wang Jianfeng Qu Hongzhi Yin Wei Chen Lei Zhao LRM 80 24 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 80 16 0 22 Aug 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
KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion Zhaoxuan Tan Zilong Chen Shangbin Feng Qingyue Zhang Qinghua Zheng Jundong Li Minnan Luo 64 39 0 16 Aug 2022
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs Christian Frey Matthias Schubert 38 0 0 22 Jul 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 104 44 0 07 Jun 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships Jie Huang Kerui Zhu Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 81 10 0 21 May 2022
Neural-Symbolic Models for Logical Queries on Knowledge Graphs Zhaocheng Zhu Mikhail Galkin Zuobai Zhang Jian Tang NAI 50 80 0 16 May 2022
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning Shengyao Lu Bang Liu Keith G. Mills Shangling Jui Di Niu AI4TS 73 8 0 13 May 2022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting Yin Hua Wen Zhang Zhen Yao Xian-gan Chen Mengxiao Ding Fei Huang Huajun Chen FedML 84 27 0 10 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 132 39 0 27 Apr 2022
Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction Pengpeng Shao Tong Liu Feihu Che Dawei Zhang Jianhua Tao 43 7 0 26 Apr 2022
Financial data analysis application via multi-strategy text processing Hongyin Zhu 66 7 0 25 Apr 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 106 49 0 13 Apr 2022
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
HEAT: Hyperedge Attention Networks Dobrik Georgiev Marc Brockschmidt Miltiadis Allamanis GNN 117 17 0 28 Jan 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning Yushi Bai Xin Lv Juanzi Li Lei Hou Yincen Qu Zelin Dai Feiyu Xiong RALM OffRL LRM 88 21 0 17 Jan 2022
Learning to Walk with Dual Agents for Knowledge Graph Reasoning Denghui Zhang Zixuan Yuan Hao Liu Xiaodong Lin Hui Xiong 80 46 0 23 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 119 49 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
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation Yicong Li Hongxu Chen Yile Li Lin Li Philip S. Yu Guandong Xu 73 16 0 24 Nov 2021
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning Zhao Zhang Fuzhen Zhuang Hengshu Zhu Chao Li Hui Xiong Qing He Yongjun Xu 61 12 0 11 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 53 0 0 10 Nov 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
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding Yin Hua Wen Zhang Yushan Zhu Hongting Zhou Zonggang Yuan Changliang Xu Hua-zeng Chen 68 58 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
Learning First-Order Rules with Relational Path Contrast for Inductive Relation Reasoning Yudai Pan Jun Liu Lingling Zhang Xin Hu Tianzhe Zhao Qika Lin 99 9 0 17 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 83 5 0 15 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 94 22 0 06 Oct 2021
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic Zijun Wu Zi Xuan Zhang Atharva Naik Zhijian Mei Mauajama Firdaus Lili Mou LRM NAI 64 14 0 18 Sep 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun Jialu Zhong Yunpu Ma Zhen Han Kun He AI4TS 118 159 0 09 Sep 2021
Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement Mengting Hu Honglei Guo Shiwan Zhao H. Gao Zhong Su 19 4 0 06 Sep 2021
Knowledge Graph Reasoning with Relational Digraph Yongqi Zhang Quanming Yao GNN 91 129 0 13 Aug 2021
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs X. Chen Ziniu Hu Yizhou Sun 66 31 0 05 Aug 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion Yixin Cao Xiang Ji Xin Lv Juan-Zi Li Yonggang Wen Hanwang Zhang 110 27 0 03 Aug 2021
$DRILL-- Deep Reinforcement Learning for Refinement Operators in $\mathcal{ALC}$$ DRILL-- Deep Reinforcement Learning for Refinement Operators in $\mathcal{ALC}$ Caglar Demir A. N. Ngomo OffRL 35 5 0 29 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
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 98 25 0 11 Jun 2021
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction Hanqi Yan Lin Gui Gabriele Pergola Yulan He 86 49 0 07 Jun 2021
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 106 5 0 01 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 93 108 0 01 Jun 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum 85 54 0 11 May 2021
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks Hao Peng Ruitong Zhang Yingtong Dou Renyu Yang Jingyi Zhang Philip S. Yu 137 118 0 16 Apr 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability Xin Lv Yixin Cao Lei Hou Juan-Zi Li Zhiyuan Liu Yichi Zhang Zelin Dai LRM 61 19 0 14 Apr 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 83 108 0 12 Apr 2021
Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs Yushan Liu Marcel Hildebrandt Mitchell Joblin Martin Ringsquandl Rime Raissouni Volker Tresp 91 45 0 18 Mar 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 146 58 0 12 Mar 2021
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs Jiajun Chen Huarui He Feng Wu Jie Wang 64 133 0 05 Mar 2021
Graph Computing for Financial Crime and Fraud Detection: Trends, Challenges and Outlook Eren Kurshan Hongda Shen GNN 66 33 0 02 Mar 2021