Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph
Completion

Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion

9 April 2020

Christian Meilicke

Heiner Stuckenschmidt

Papers citing "Reinforced Anytime Bottom Up Rule Learning for Knowledge Graph Completion"

14 / 14 papers shown

Title
Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs Saiping Guan Jiyao Wei Xiaolong Jin Jiafeng Guo Xueqi Cheng LRM 28 0 0 26 Jul 2024
Geospatial Trajectory Generation via Efficient Abduction: Deployment for Independent Testing Divyagna Bavikadi Dyuman Aditya Devendra Parkar Paulo Shakarian Graham Mueller Chad Parvis Gerardo Simari 45 2 0 08 Jul 2024
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs Siheng Xiong Yuan Yang Faramarz Fekri J. C. Kerce 46 50 0 19 Feb 2024
Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Yuanning Cui Yuxin Wang Zequn Sun Wenqiang Liu Yiqiao Jiang Kexin Han Wei Hu LRM 30 14 0 22 Aug 2022
Rule Mining over Knowledge Graphs via Reinforcement Learning Lihan Chen Sihang Jiang Jingping Liu Chao Wang Shenmin Zhang Chenhao Xie Jiaqing Liang Yanghua Xiao Rui Song 44 19 0 21 Feb 2022
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs Yushan Liu Yunpu Ma Marcel Hildebrandt Mitchell Joblin Volker Tresp 32 131 0 15 Dec 2021
Perform Like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference Guanglin Niu Bo Li Yongfei Zhang Shi Pu 30 4 0 02 Dec 2021
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models Simon Ott Christian Meilicke Matthias Samwald AI4CE 36 29 0 16 Sep 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
Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs Simon Ott Laura Graf Asan Agibetov Christian Meilicke Matthias Samwald AI4CE 28 1 0 10 Dec 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 40 3 0 12 Oct 2020
What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Caleb Belth Xinyi Zheng Jilles Vreeken Danai Koutra 30 43 0 23 Mar 2020
Towards Learning Instantiated Logical Rules from Knowledge Graphs Yulong Gu Yushi Guan P. Missier AI4CE 22 13 0 13 Mar 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 22 342 0 03 Feb 2020