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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"

23 / 173 papers shown

Title
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 72 2 0 30 May 2019
Path Ranking with Attention to Type Hierarchies Weiyu Liu A. Daruna Z. Kira Sonia Chernova AIMat 65 13 0 26 May 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 71 272 0 23 May 2019
Relation Discovery with Out-of-Relation Knowledge Base as Supervision Yan-jun Liang Xin Liu Jianwen Zhang Yangqiu Song 25 4 0 19 Apr 2019
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Zi-Yuan Chen Chih-Hung Chang Yi-Pei Chen Jijnasa Nayak Lun-Wei Ku 87 100 0 02 Apr 2019
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs Zhibin Liu Zheng-Yu Niu Hua Wu Haifeng Wang 93 17 0 25 Mar 2019
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning Wen Zhang B. Paudel Liang Wang Jiaoyan Chen Hai Zhu Wei Zhang Abraham Bernstein Huajun Chen 116 200 0 21 Mar 2019
Jointly Learning Explainable Rules for Recommendation with Knowledge Graph Weizhi Ma Min Zhang Yue Cao Woojeong Jin Jin Chenyang Wang Yiqun Liu Shaoping Ma Xiang Ren 68 220 0 09 Mar 2019
Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness Yilun Zhou Steven Schockaert J. Shah 38 8 0 21 Feb 2019
Joint Entity Linking with Deep Reinforcement Learning Zheng Fang Yanan Cao Dongjie Zhang Q. Li Zhenyu Zhang Yanbing Liu 68 95 0 01 Feb 2019
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 183 1,342 0 11 Dec 2018
Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs Daniel Neil Joss Briody A. Lacoste Aaron Sim Páidí Creed Amir Saffari GNN 143 35 0 01 Dec 2018
Reasoning over RDF Knowledge Bases using Deep Learning Monireh Ebrahimi Md Kamruzzaman Sarker Federico Bianchi Ning Xie Derek Doran Pascal Hitzler ReLM LRM 48 16 0 09 Nov 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 187 144 0 15 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 160 676 0 21 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 102 336 0 31 Aug 2018
One-Shot Relational Learning for Knowledge Graphs Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 116 220 0 27 Aug 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network Kai Wang Yu Liu Xiujuan Xu Dan Lin GNN 100 18 0 11 Aug 2018
Deep Reinforcement Learning for Chinese Zero pronoun Resolution Qingyu Yin Yu Zhang Weinan Zhang Ting Liu William Yang Wang 101 49 0 10 Jun 2018
Variational Knowledge Graph Reasoning Wenhu Chen Wenhan Xiong Xifeng Yan William Yang Wang 70 112 0 17 Mar 2018
M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search Yelong Shen Jianshu Chen Po-Sen Huang Yuqing Guo Jianfeng Gao 92 129 0 12 Feb 2018
Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Luke Vilnis Ishan Durugkar A. Krishnamurthy Alex Smola Andrew McCallum KELM 109 513 0 15 Nov 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 301 1,546 0 25 Jan 2017