Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs

22 October 2020

Papers citing "Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs"

50 / 113 papers shown

Title
What makes an Ensemble (Un) Interpretable? Shahaf Bassan Guy Amir Meirav Zehavi Guy Katz 33 1 0 09 Jun 2025
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering Weizhi Fei Zihao Wang hang Yin Shukai Zhao Wei Zhang Yangqiu Song NAI 77 0 0 13 May 2025
Transformers for Complex Query Answering over Knowledge Hypergraphs Hong Ting Tsang Zhaoxiang Wang Yangqiu Song 94 2 0 23 Apr 2025
All Your Knowledge Belongs to Us: Stealing Knowledge Graphs via Reasoning APIs Zhaohan Xi 95 0 0 12 Mar 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 82 0 0 04 Mar 2025
Hallucination Detection in Large Language Models with Metamorphic Relations Borui Yang Md Afif Al Mamun Jie M. Zhang Gias Uddin HILM 161 2 0 20 Feb 2025
Top Ten Challenges Towards Agentic Neural Graph Databases Jiaxin Bai Zehua Wang Yukun Zhou hang Yin Weizhi Fei ... Binhang Yuan Wei Wang Lei Chen Xiaofang Zhou Yangqiu Song 300 4 0 24 Jan 2025
Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Lihui Liu Zihao Wang Hanghang Tong NAI 116 3 0 30 Nov 2024
Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs Xingrui Zhuo Jiapu Wang Gongqing Wu Shirui Pan Xindong Wu 44 0 0 27 Oct 2024
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 88 2 0 16 Oct 2024
Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models Changyi Xiao Yixin Cao 44 2 0 30 Sep 2024
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge Graphs Krzysztof Olejniczak Xingyue Huang .Ismail .Ilkan Ceylan Mikhail Galkin GNN 93 0 0 21 Sep 2024
RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge Graphs Mayank Kharbanda R. Shah Raghava Mutharaju 87 0 0 21 Aug 2024
Knowledge Base Embeddings: Semantics and Theoretical Properties Camille Bourgaux Ricardo Guimarães Raoul Koudijs Victor Lacerda Ana Ozaki 55 1 0 09 Aug 2024
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge Tianshi Zheng Jiaxin Bai Yicheng Wang Tianqing Fang Yue Guo Yauwai Yim Yangqiu Song ELM LRM 101 5 0 30 Jul 2024
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Linghao Wang Ruifeng Shi Qianli Ma 77 1 0 21 Jun 2024
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs Junjie Wang Yin Hua Binbin Hu Dan Yang Ziqi Liu ... Jinjie Gu Jun Zhou Jeff Z. Pan Wen Zhang Huajun Chen RALM 99 16 0 20 Jun 2024
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning Jeonghoon Kim Heesoo Jung Hyeju Jang Hogun Park LRM 47 1 0 11 Jun 2024
Learning Visual-Semantic Subspace Representations Gabriel Moreira Alexander Hauptmann Manuel Marques João Paulo Costeira NAI 63 0 0 25 May 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 146 3 0 24 May 2024
Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning Tianle Xia Liang Ding Guojia Wan Yibing Zhan Bo Du Dacheng Tao LRM 83 1 0 02 May 2024
Prompt-fused framework for Inductive Logical Query Answering Zezhong Xu Peng Ye Lei Liang Hua-zeng Chen Wen Zhang 65 1 0 19 Mar 2024
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs Lihui Liu Zihao Wang Ruizhong Qiu Yikun Ban Eunice Chan Yangqiu Song Jingrui He Hanghang Tong LRM 63 8 0 17 Mar 2024
Meta Operator for Complex Query Answering on Knowledge Graphs hang Yin Zihao Wang Yangqiu Song 79 3 0 15 Mar 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs Tianqing Fang Zeming Chen Yangqiu Song Antoine Bosselut ReLM LRM 78 14 0 12 Mar 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text Kewei Cheng Nesreen K. Ahmed Theodore L. Willke Yizhou Sun LRM 89 7 0 20 Feb 2024
Conditional Logical Message Passing Transformer for Complex Query Answering Chongzhi Zhang Zhiping Peng Junhao Zheng Qianli Ma 83 1 0 20 Feb 2024
Type-based Neural Link Prediction Adapter for Complex Query Answering Lingning Song Yi Zu Shan Lu Jieyue He LRM 53 0 0 29 Jan 2024
Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors Filip Cornell Yifei Jin Jussi Karlgren Sarunas Girdzijauskas 58 0 0 25 Jan 2024
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation Jiaxin Bai Yicheng Wang Tianshi Zheng Yue Guo Xin Liu Yangqiu Song 132 7 0 25 Dec 2023
Privacy-Preserved Neural Graph Databases Qi Hu Haoran Li Jiaxin Bai Zihao Wang Yangqiu Song 76 2 0 25 Dec 2023
Towards Consistent Language Models Using Declarative Constraints Jasmin Mousavi Arash Termehchy HILM ALM 72 2 0 24 Dec 2023
Understanding Inter-Session Intentions via Complex Logical Reasoning Jiaxin Bai Chen Luo Zheng Li Qingyu Yin Yangqiu Song 67 5 0 21 Dec 2023
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs Yao Xu Shizhu He Cunguang Wang Li Cai Kang Liu Jun Zhao 58 4 0 17 Oct 2023
Faithful Knowledge Graph Explanations for Commonsense Reasoning Weihe Zhai A. Zubiaga 118 0 0 07 Oct 2023
A Neuro-Symbolic Framework for Answering Graph Pattern Queries in Knowledge Graphs Tamara Cucumides Daniel Daza Pablo Barceló Michael Cochez Floris Geerts Juan L. Reutter Miguel Romero NAI 68 0 0 06 Oct 2023
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference Thomas Gebhart John Cobb AI4CE 106 0 0 07 Sep 2023
Approximate Answering of Graph Queries Michael Cochez Dimitrios Alivanistos Erik Arakelyan M. Berrendorf Daniel Daza Mikhail Galkin Pasquale Minervini Mathias Niepert Hongyu Ren 79 1 0 12 Aug 2023
$$\text{EFO}_{k}$-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation$ $\text{EFO}_{k}$ -CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation hang Yin Zihao Wang Weizhi Fei Yangqiu Song 63 10 0 15 Jul 2023
IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation Thiviyan Thanapalasingam Emile van Krieken Peter Bloem Paul T. Groth 62 1 0 13 Jul 2023
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension Pascal Hitzler Zhuosheng Zhang Shafiq Joty AI4CE 56 6 0 21 Jun 2023
Logic Diffusion for Knowledge Graph Reasoning Xiaohui Xie Biao Gong Yiliang Lv Zhen Han Guoshuai Zhao Xueming Qian DiffM 111 0 0 06 Jun 2023
Knowledge Graph Reasoning over Entities and Numerical Values Jiaxin Bai Cheng-hsin Luo Zheng Li Qingyu Yin Bing Yin Yangqiu Song 95 16 0 02 Jun 2023
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints Jiaxin Bai Xin Liu Weiqi Wang Chen Luo Yangqiu Song NAI 88 32 0 30 May 2023
Knowledge Graphs Querying Arijit Khan 51 17 0 23 May 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs Siyuan Wang Zhongyu Wei Meng Han Zhihao Fan Haijun Shan Qi Zhang Xuanjing Huang 61 6 0 23 May 2023
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport Zihao Wang Weizhi Fei hang Yin Yangqiu Song Ginny Wong Simon See 67 19 0 06 May 2023
On the Security Risks of Knowledge Graph Reasoning Zhaohan Xi Tianyu Du Changjiang Li Ren Pang S. Ji Xiapu Luo Xusheng Xiao Fenglong Ma Ting Wang 73 10 0 03 May 2023
Complex Logical Reasoning over Knowledge Graphs using Large Language Models Nurendra Choudhary Chandan K. Reddy LRM 107 25 0 02 May 2023
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals Caglar Demir Michel Wiebesiek Renzhong Lu A. N. Ngomo Stefan Heindorf 65 4 0 28 Apr 2023