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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
Financial Crime & Fraud Detection Using Graph Computing: Application Considerations & Outlook Eren Kurshan Honda Shen Haojie Yu GNN FaML 84 28 0 02 Mar 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
Learning Intents behind Interactions with Knowledge Graph for Recommendation Xiang Wang Tinglin Huang Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He Tat-Seng Chua 142 437 0 14 Feb 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 87 17 0 22 Dec 2020
Communicative Message Passing for Inductive Relation Reasoning Sijie Mai Shuangjia Zheng Yuedong Yang Haifeng Hu LRM 83 104 0 16 Dec 2020
Complex Query Answering with Neural Link Predictors Erik Arakelyan Daniel Daza Pasquale Minervini Michael Cochez 129 134 0 06 Nov 2020
FedE: Embedding Knowledge Graphs in Federated Setting Yin Hua Wen Zhang Zonggang Yuan Yantao Jia Huajun Chen FedML 75 81 0 24 Oct 2020
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Hongyu Ren J. Leskovec BDL 104 211 0 22 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
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 129 289 0 09 Oct 2020
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs Meng Qu Junkun Chen Louis-Pascal Xhonneux Yoshua Bengio Jian Tang NAI LRM AI4CE 104 174 0 08 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 64 67 0 05 Oct 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 66 123 0 16 Sep 2020
HittER: Hierarchical Transformers for Knowledge Graph Embeddings Sanxing Chen Xiaodong Liu Jianfeng Gao Jian Jiao Ruofei Zhang Yangfeng Ji 91 113 0 28 Aug 2020
GraphOpt: Learning Optimization Models of Graph Formation Rakshit S. Trivedi Jiachen Yang H. Zha OffRL 114 17 0 07 Jul 2020
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge Graphs Yulong Gu Yushi Guan P. Missier 40 1 0 29 Jun 2020
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction Jinheon Baek Dong Bok Lee Sung Ju Hwang 101 90 0 11 Jun 2020
5* Knowledge Graph Embeddings with Projective Transformations M. Nayyeri S. Vahdati Can Aykul Jens Lehmann 81 33 0 08 Jun 2020
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases Henrique Lemos Pedro H. C. Avelar Marcelo O. R. Prates Luís C. Lamb Artur Garcez NAI 27 3 0 05 May 2020
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning Deren Lei Gangrong Jiang Xiaotao Gu Kexuan Sun Yuning Mao Xiang Ren 141 50 0 01 May 2020
Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion Christian Meilicke M. Chekol Manuel Fink Heiner Stuckenschmidt 55 78 0 09 Apr 2020
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation M. Moghaddam Qi Wu Ehsan Abbasnejad Javen Qinfeng Shi 59 4 0 07 Apr 2020
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 48 13 0 13 Mar 2020
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning Mandana Saebi Steven J. Krieg Chuxu Zhang Meng Jiang Nitesh Chawla 51 14 0 12 Mar 2020
Relational Message Passing for Knowledge Graph Completion Hongwei Wang Hongyu Ren J. Leskovec 74 120 0 17 Feb 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 107 309 0 14 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 306 2,009 0 02 Feb 2020
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs Marcel Hildebrandt Jorge Andres Quintero Serna Yunpu Ma Martin Ringsquandl Mitchell Joblin Volker Tresp 46 1 0 09 Jan 2020
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 102 201 0 20 Dec 2019
Completion Reasoning Emulation for the Description Logic EL+ Aaron Eberhart Monireh Ebrahimi Lu Zhou C. Shimizu Pascal Hitzler NAI 46 12 0 11 Dec 2019
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 102 398 0 16 Nov 2019
Reasoning Over Paths via Knowledge Base Completion Saatviga Sudhahar Ian Roberts Andrea Pierleoni 26 2 0 01 Nov 2019
Recurrent Attention Walk for Semi-supervised Classification Uchenna Akujuobi Qiannan Zhang Han Yufei Xiangliang Zhang GNN 63 8 0 22 Oct 2019
Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification Uchenna Akujuobi Yufei Han Qiannan Zhang Xiangliang Zhang 46 17 0 22 Oct 2019
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs Yi-Lin Tuan Yun-Nung Chen Hung-yi Lee 78 73 0 01 Oct 2019
Interpreting Knowledge Graph Relation Representation from Word Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 73 9 0 25 Sep 2019
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning Xiaoran Xu Wei Feng Yunsheng Jiang Xiaohui Xie Zhiqing Sun Zhihong Deng LRM 88 53 0 25 Sep 2019
Collaborative Policy Learning for Open Knowledge Graph Reasoning Cong Fu Tong Chen Meng Qu Woojeong Jin Xiang Ren LRM 56 56 0 31 Aug 2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations Xin Lv Yuxian Gu Xu Han Lei Hou Juan-Zi Li Zhiyuan Liu LRM 84 88 0 30 Aug 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 68 25 0 21 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 91 211 0 16 Aug 2019
Meta Reasoning over Knowledge Graphs Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang ReLM LRM 75 8 0 13 Aug 2019
Ekar: An Explainable Method for Knowledge Aware Recommendation Weiping Song Zhijian Duan Ziqing Yang Haozhe Zhu Ming Zhang Jian Tang CML 63 15 0 22 Jun 2019
Probabilistic Logic Neural Networks for Reasoning Meng Qu Jian Tang 71 164 0 20 Jun 2019
Cognitive Knowledge Graph Reasoning for One-shot Relational Learning Zhengxiao Du Chang Zhou Ming Ding Hongxia Yang Jie Tang ReLM LRM 67 24 0 13 Jun 2019
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation Yikun Xian Zuohui Fu S. Muthukrishnan Gerard de Melo Yongfeng Zhang 78 471 0 12 Jun 2019
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani Jatin Chauhan Charu Sharma Manohar Kaul 100 487 0 04 Jun 2019
Relation Embedding with Dihedral Group in Knowledge Graph Canran Xu Ruijiang Li 48 74 0 03 Jun 2019