Multi-Hop Knowledge Graph Reasoning with Reward Shaping

31 August 2018

Papers citing "Multi-Hop Knowledge Graph Reasoning with Reward Shaping"

45 / 45 papers shown

Title
GLaMoR: Consistency Checking of OWL Ontologies using Graph Language Models Justin Mücke A. Scherp 125 0 0 26 Apr 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion Qiyuan He Jianfei Yu Wenya Wang LRM 29 0 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 44 1 0 29 Oct 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 43 0 0 22 May 2024
Progressive Knowledge Graph Completion Jiayi Li Ruilin Luo Jiaqi Sun Jing Xiao Yujiu Yang 30 1 0 15 Apr 2024
Conversational Question Answering with Reformulations over Knowledge Graph Lihui Liu Blaine Hill Boxin Du Fei Wang Hanghang Tong 21 5 0 27 Dec 2023
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules Mohammad Hossein Khojasteh Najmeh Torabian Ali Farjami Saeid Hosseini B. Minaei-Bidgoli LRM 27 0 0 21 Oct 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 17 1 0 11 Jul 2023
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 26 1 0 17 Jun 2023
SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning Lingyuan Meng K. Liang Bin Xiao Sihang Zhou Yue Liu Meng Liu Xihong Yang Xinwang Liu 27 20 0 20 Apr 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 18 19 0 08 Apr 2023
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs Yunjie He M. Nayyeri Bo Xiong Yuqicheng Zhu Evgeny Kharlamov Steffen Staab 19 2 0 21 Mar 2023
A Pre-training Framework for Knowledge Graph Completion Kuan Xu Kuo Yang Hanyang Dong Xinyan Wang Jian Yu Xuezhong Zhou 13 0 0 06 Feb 2023
Few-shot Relational Reasoning via Connection Subgraph Pretraining Qian Huang Hongyu Ren J. Leskovec LRM 20 24 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 18 11 0 10 Oct 2022
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning Shangfei Zheng Weiqing Wang Jianfeng Qu Hongzhi Yin Wei Chen Lei Zhao LRM 13 22 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 22 14 0 22 Aug 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 31 36 0 07 Jun 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization Yue Dong John Wieting Pat Verga HILM 21 24 0 28 Apr 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion Guanglin Niu Bo-wen Li Yongfei Zhang Shi Pu 25 43 0 25 Feb 2022
Perform Like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference Guanglin Niu Bo-wen Li Yongfei Zhang Shi Pu 16 4 0 02 Dec 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 23 12 0 20 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 22 0 0 10 Nov 2021
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs Zhanqiu Zhang Jie Wang Jiajun Chen Shuiwang Ji Feng Wu 33 118 0 26 Oct 2021
Rule Induction in Knowledge Graphs Using Linear Programming S. Dash Joao Goncalves 26 5 0 15 Oct 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 30 300 0 13 Jun 2021
Do Transformers Really Perform Bad for Graph Representation? Chengxuan Ying Tianle Cai Shengjie Luo Shuxin Zheng Guolin Ke Di He Yanming Shen Tie-Yan Liu GNN 28 433 0 09 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 28 103 0 01 Jun 2021
Programming and Deployment of Autonomous Swarms using Multi-Agent Reinforcement Learning Jayson G. Boubin Codi Burley Peida Han Bowen Li Barry Porter Christopher Stewart 19 3 0 21 May 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser Rishiraj Saha Roy G. Weikum 21 50 0 11 May 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 23 19 0 14 Apr 2021
Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs Nurendra Choudhary Nikhil S. Rao S. Katariya Karthik Subbian Chandan K. Reddy 16 64 0 23 Dec 2020
Knowledge Graph Embedding with Atrous Convolution and Residual Learning Feiliang Ren Jucheng Li Huihui Zhang Shilei Liu Bochao Li Ruicheng Ming Yujia Bai 14 34 0 23 Oct 2020
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Hongyu Ren J. Leskovec BDL 23 206 0 22 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 32 3 0 12 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 11 63 0 05 Oct 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding Guanglin Niu Bo-wen Li Yongfei Zhang Shiliang Pu Jingyang Li 11 20 0 25 Sep 2020
CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi Danai Koutra ELM 18 114 0 16 Sep 2020
A Simple Approach to Case-Based Reasoning in Knowledge Bases Rajarshi Das Ameya Godbole S. Dhuliawala Manzil Zaheer Andrew McCallum 21 24 0 25 Jun 2020
Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study F. Akrami Mohammed Samiul Saeef Qingheng Zhang Wei Hu Chengkai Li KELM 11 109 0 18 Mar 2020
Meta Reasoning over Knowledge Graphs Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang ReLM LRM 32 8 0 13 Aug 2019
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation Yikun Xian Zuohui Fu S. Muthukrishnan Gerard de Melo Yongfeng Zhang 30 457 0 12 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Mohit Bansal RALM 13 39 0 12 Jun 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 19 98 0 02 Apr 2019
Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering Fréderic Godin Anjishnu Kumar Arpit Mittal 11 19 0 26 Feb 2019