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Embedding Uncertain Knowledge Graphs

26 November 2018

Weijia Shi

Papers citing "Embedding Uncertain Knowledge Graphs"

28 / 28 papers shown

Title
Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning Tianxing Wu Shutong Zhu Jingting Wang Ning Xu Guilin Qi Haofen Wang 77 0 0 18 Oct 2025
Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees Yuqicheng Zhu Jingcheng Wu Yizhen Wang Hongkuan Zhou Jiaoyan Chen Evgeny Kharlamov Steffen Staab 72 0 0 18 Oct 2025
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models Tuo Wang Adithya Kulkarni Tyler Cody Peter A. Beling Yujun Yan Dawei Zhou 57 0 0 09 Sep 2025
Two-dimensional Taxonomy for N-ary Knowledge Representation Learning Methods Xiaohua Lu Liubov Tupikina Mehwish Alam 118 0 0 01 Jul 2025
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Guanglin Niu Bo Li Yangguang Lin LRM 216 1 0 27 Apr 2025
CAND: Cross-Domain Ambiguity Inference for Early Detecting Nuanced Illness Deterioration Lo Pang-Yun Ting Zhen Tan Hong-Pei Chen Cheng-Te Li Po-Lin Chen Kun-Ta Chuang Huan Liu 237 1 0 22 Jan 2025
An Axiomatic Study of the Evaluation of Enthymeme Decoding in Weighted Structured Argumentation Jonathan Ben-Naim Victor David Anthony Hunter 212 1 0 07 Nov 2024
Resilience in Knowledge Graph Embeddings Arnab Sharma N'Dah Jean Kouagou A. Ngomo 243 0 0 28 Oct 2024
RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge GraphsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Mayank Kharbanda R. Shah Raghava Mutharaju 286 0 0 21 Aug 2024
Uncertainty Management in the Construction of Knowledge Graphs: a Survey Lucas Jarnac Yoan Chabot Miguel Couceiro 187 6 0 27 May 2024
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and MoreInternational Conference on Machine Learning (ICML), 2024 Fanchen Bu Hyeonsoo Jo Soo Yong Lee SungSoo Ahn Kijung Shin 210 8 0 14 May 2024
Metarobotics for Industry and Society: Vision, Technologies, and Opportunities E. Kaigom 268 14 0 31 Mar 2024
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ruijie Wang Baoyu Li Yichen Lu Dachun Sun Jinning Li Yuchen Yan Shengzhong Liu Hanghang Tong Tarek Abdelzaher 171 7 0 13 Jun 2023
Uncertainty in Natural Language Processing: Sources, Quantification, and Applications Mengting Hu Zhen Zhang Shiwan Zhao Shiyu Huang Bingzhe Wu BDL 210 52 0 05 Jun 2023
Knowledge Graphs: Opportunities and ChallengesArtificial Intelligence Review (AIR), 2023 Ciyuan Peng Xiwei Xu Mehdi Naseriparsa Francesco Osborne 178 412 0 24 Mar 2023
KGML-xDTD: A Knowledge Graph-based Machine Learning Framework for Drug Treatment Prediction and Mechanism DescriptionbioRxiv (bioRxiv), 2022 Chunyu Ma Zhihan Zhou Han Liu D. Koslicki 169 26 0 30 Nov 2022
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings Jiaxin Bai Zihao Wang Hongming Zhang Yangqiu Song 176 43 0 27 Apr 2022
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Zhao Zhang Fuzhen Zhuang Hengshu Zhu Chao Li Hui Xiong Qing He Yongjun Xu 140 15 0 11 Nov 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge AttributesInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Sumit Pai Luca Costabello 181 23 0 18 May 2021
Multi-view Inference for Relation Extraction with Uncertain KnowledgeAAAI Conference on Artificial Intelligence (AAAI), 2021 Bo Li Wei Ye Canming Huang Shikun Zhang 144 22 0 28 Apr 2021
Probabilistic Box Embeddings for Uncertain Knowledge Graph ReasoningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Xuelu Chen Michael Boratko Muhao Chen S. Dasgupta Xiang Lorraine Li Andrew McCallum 152 51 0 09 Apr 2021
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceAAAI Conference on Artificial Intelligence (AAAI), 2020 Yichao Zhou Yu Yan Rujun Han J. H. Caufield Kai-Wei Chang Luke Huan Peipei Ping Wei Wang NAI 220 47 0 16 Dec 2020
Utilising Graph Machine Learning within Drug Discovery and Development Thomas Gaudelet Ben Day Arian R. Jamasb Jyothish Soman Cristian Regep ... Jian Tang D. Roblin Tom L. Blundell M. Bronstein J. Taylor-King AI4CE 226 39 0 09 Dec 2020
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs Hongyu Ren J. Leskovec BDL 218 235 0 22 Oct 2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer X. Chen Muhao Chen Changjun Fan Ankith Uppunda Luke Huan C. Zaniolo 201 48 0 07 Oct 2020
IterefinE: Iterative KG Refinement Embeddings using Symbolic KnowledgeConference on Automated Knowledge Base Construction (AKBC), 2020 Siddhant Arora Srikanta J. Bedathur Maya Ramanath Deepak Sharma 184 5 0 03 Jun 2020
A Survey on Knowledge Graphs: Representation, Acquisition and ApplicationsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Shaoxiong Ji Shirui Pan Xiaoshi Zhong Pekka Marttinen Philip S. Yu 868 2,364 0 02 Feb 2020
Joint Reasoning for Multi-Faceted Commonsense KnowledgeConference on Automated Knowledge Base Construction (AKBC), 2020 Yohan Chalier Simon Razniewski Gerhard Weikum LRM 324 26 0 13 Jan 2020