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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
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning Yin Hua Zhiqiang Liu M. Ben-Chen Zheng Fang Chi-Man Wong Lingxiao Li Chi Man Vong Ningyu Zhang Wen Zhang ReLM LRM 52 0 0 28 May 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model Arvindh Arun Sumit Kumar M. Nayyeri Bo Xiong Ponnurangam Kumaraguru Antonio Vergari Steffen Staab 43 0 0 26 May 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 35 0 0 27 Apr 2025
FamilyTool: A Multi-hop Personalized Tool Use Benchmark Yuxin Wang Yiran Guo Y. Zheng Zhangyue Yin Tian Jin Jie Yang Jiajun Chen Yuan Li Xuanjing Huang Xipeng Qiu 81 0 0 09 Apr 2025
KGCompiler: Deep Learning Compilation Optimization for Knowledge Graph Complex Logical Query Answering Hongyu Lin Haoran Luo Hanghang Cao Yang Liu Shihao Gao Kaichun Yao Li Zhang Mingjie Xing Yanjun Wu 77 0 0 04 Mar 2025
A Survey of Graph Transformers: Architectures, Theories and Applications Chaohao Yuan Kangfei Zhao Ercan Engin Kuruoglu Liang Wang Tingyang Xu Wenbing Huang Deli Zhao Hong Cheng Yu Rong 205 4 0 23 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 433 0 0 31 Jan 2025
KG-CF: Knowledge Graph Completion with Context Filtering under the Guidance of Large Language Models Zaiyi Zheng Yushun Dong Song Wang Haochen Liu Qi Wang Jundong Li ALM 104 1 0 06 Jan 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 122 1 0 03 Jan 2025
DAGE: DAG Query Answering via Relational Combinator with Logical Constraints Yunjie He Bo Xiong Daniel Hernández Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 121 2 0 29 Oct 2024
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 76 2 0 16 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 461 3 0 15 Oct 2024
RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge Graphs Mayank Kharbanda R. Shah Raghava Mutharaju 70 0 0 21 Aug 2024
Leveraging Knowledge Graph-Based Human-Like Memory Systems to Solve Partially Observable Markov Decision Processes Taewoon Kim Vincent François-Lavet Michael Cochez RALM 111 2 0 11 Aug 2024
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion Harry Shomer Jay Revolinsky Jiliang Tang 56 0 0 14 Jun 2024
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning Ying Ma Owen Burns Mingqiu Wang Gang Li Nan Du Laurent El Shafey Liqiang Wang Izhak Shafran H. Soltau SSL ReLM OffRL LRM 137 0 0 22 May 2024
Conversational Question Answering with Reformulations over Knowledge Graph Lihui Liu Blaine Hill Boxin Du Fei Wang Hanghang Tong 57 5 0 27 Dec 2023
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network Yongqi Zhang Quanming Yao Ling Yue Xian Wu Ziheng Zhang Zhenxi Lin Yefeng Zheng 54 39 0 15 Nov 2023
Reinforcement Learning-based Knowledge Graph Reasoning for Explainable Fact-checking Gustav Nikopensius Mohit Mayank Orchid Chetia Phukan Rajesh Sharma OffRL 107 6 0 11 Oct 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 39 12 0 25 Aug 2023
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning Ghanshyam Verma Shovon Sengupta Simon Simanta Huan Chen J. Perge Devishree Pillai John P. Mccrae P. Buitelaar OffRL 176 1 0 11 Jul 2023
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework Yong Xiao Yiwei Liao Yingyu Li Guangming Shi H. Vincent Poor Walid Saad Merouane Debbah M. Bennis 72 12 0 20 Jun 2023
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 84 2 0 17 Jun 2023
InGram: Inductive Knowledge Graph Embedding via Relation Graphs Jaejun Lee Chanyoung Chung Joyce Jiyoung Whang GNN 77 48 0 31 May 2023
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao AI4TS 50 20 0 08 Apr 2023
Explicit Planning Helps Language Models in Logical Reasoning Hongyu Zhao Kangrui Wang Mo Yu Hongyuan Mei LRM ReLM 118 17 0 28 Mar 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 117 38 0 26 Mar 2023
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs Yunjie He M. Nayyeri Bo Xiong Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 123 2 0 21 Mar 2023
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models Cosimo Gregucci M. Nayyeri Daniel Hernández Steffen Staab 81 22 0 13 Feb 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 38 0 0 06 Feb 2023
Sem@ $K$ : Is my knowledge graph embedding model semantic-aware? Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 81 9 0 13 Jan 2023
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer Zhixiang Su Di Wang Steven C. H. Hoi Li-zhen Cui 107 8 0 04 Jan 2023
A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge Haodi Ma D. Wang 99 8 0 03 Jan 2023
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 76 13 0 19 Dec 2022
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization Yushi Bai Xin Lv Juanzi Li Lei Hou 100 32 0 19 Dec 2022
Graph Learning Indexer: A Contributor-Friendly and Metadata-Rich Platform for Graph Learning Benchmarks Jiaqi Ma Xingjian Zhang Hezheng Fan Jin Huang Tianyue Li Tinghong Li Yiwen Tu Chen Zhu Qiaozhu Mei 111 5 0 08 Dec 2022
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 82 128 0 21 Nov 2022
ReInform: Selecting paths with reinforcement learning for contextualized link prediction M. Speranskaya Sameh Methias Benjamin Roth KELM LRM 41 0 0 19 Nov 2022
Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu Yichong Xu Wenhao Yu Shuohang Wang Ziyi Yang Chenguang Zhu Kai-Wei Chang Yizhou Sun KELM RALM LRM 95 26 0 15 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 98 70 0 07 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 116 1 0 02 Nov 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees Tengxiao Liu Qipeng Guo Xiangkun Hu Yue Zhang Xipeng Qiu Zheng Zhang LRM 75 14 0 31 Oct 2022
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs Ke Wang Peijun Qing Yongqian Li H. Lu Xiaodong Lin 106 30 0 27 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 60 85 0 13 Oct 2022
Few-shot Relational Reasoning via Connection Subgraph Pretraining Qian Huang Hongyu Ren J. Leskovec LRM 66 25 0 13 Oct 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction Miao Peng Ben Liu Qianqian Xie Wenjie Xu Hua Wang Min Peng 90 13 0 10 Oct 2022
Relational Message Passing for Fully Inductive Knowledge Graph Completion Yuxia Geng Jiaoyan Chen Jeff Z. Pan Yin Hua Song Jiang Wen Zhang Hua-zeng Chen 132 37 0 08 Oct 2022
Neural Methods for Logical Reasoning Over Knowledge Graphs Alfonso Amayuelas Shuai Zhang Susie Xi Rao Ce Zhang NAI 114 24 0 28 Sep 2022
Neural-Symbolic Entangled Framework for Complex Query Answering Zezhong Xu Wen Zhang Peng Ye Hui Chen Hua-zeng Chen 52 26 0 19 Sep 2022
Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs Saurav Manchanda 32 1 0 19 Sep 2022