A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly?

28 October 2019

Papers citing "A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly?"

36 / 36 papers shown

Title
GeoRDF2Vec Learning Location-Aware Entity Representations in Knowledge Graphs Martin Boeckling Heiko Paulheim Sarah Detzler 25 0 0 23 Apr 2025
ReaLitE: Enrichment of Relation Embeddings in Knowledge Graphs using Numeric Literals Antonis Klironomos Baifan Zhou Zhuoxun Zheng Gad-Elrab Mohamed Heiko Paulheim Evgeny Kharlamov 48 0 0 01 Apr 2025
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs Jong Ho Jhee Alberto Megina Pacôme Constant Dit Beaufils Matilde Karakachoff Richard Redon Alban Gaignard Adrien Coulet 53 0 0 28 Feb 2025
Neurosymbolic Methods for Dynamic Knowledge Graphs Mehwish Alam Genet Asefa Gesese Pierre-Henri Paris 43 3 0 06 Sep 2024
AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning Michael Färber David Lamprecht Yuni Susanti AI4CE 32 0 0 26 Jul 2024
Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets Moritz Blum Basil Ell Hannes Ill Philipp Cimiano 39 2 0 25 Jul 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho R. Hoehndorf Yuan He Ian Horrocks 38 4 0 16 Jun 2024
P-NAL: an Effective and Interpretable Entity Alignment Method Chuanhao Xu Jingwei Cheng Fu Zhang 52 1 0 18 Apr 2024
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model Yuxia Geng Jiaoyan Chen Yuhang Zeng Zhuo Chen Wen Zhang Jeff Z. Pan Yuxiang Wang Xiaoliang Xu 42 2 0 04 Dec 2023
How Contentious Terms About People and Cultures are Used in Linked Open Data A. Nesterov L. Hollink Jacco van Ossenbruggen 6 3 0 13 Nov 2023
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals Patryk Preisner Heiko Paulheim 19 5 0 06 Sep 2023
End-to-End Learning on Multimodal Knowledge Graphs Xander Wilcke Peter Bloem Victor de Boer R. V. Veer 17 8 0 03 Sep 2023
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning Van Thuy Hoang Sang Thanh Nguyen Sangmyeong Lee Jooho Lee Luong Vuong Nguyen O-Joun Lee 20 8 0 31 Aug 2023
YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy Fabian M. Suchanek Mehwish Alam Thomas Bonald Lihu Chen Pierre-Henri Paris Jules Soria 23 13 0 23 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 30 72 0 11 Aug 2023
Towards Semantically Enriched Embeddings for Knowledge Graph Completion Mehwish Alam F. V. Harmelen Maribel Acosta 24 4 0 31 Jul 2023
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers Chanyoung Chung Jaejun Lee Joyce Jiyoung Whang 26 11 0 29 May 2023
Knowledge Graphs Querying Arijit Khan 26 16 0 23 May 2023
Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical Expressions Sanxing Chen Yongqiang Chen Börje F. Karlsson 11 2 0 31 Mar 2023
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models Cosimo Gregucci M. Nayyeri Daniel Hernández Steffen Staab 43 20 0 13 Feb 2023
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? Anson Bastos Kuldeep Singh Abhishek Nadgeri Johannes Hoffart Toyotaro Suzumura Manish Singh 17 3 0 30 Jan 2023
RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs Genet Asefa Gesese Harald Sack Mehwish Alam 25 22 0 21 Nov 2022
Augmenting Knowledge Graphs for Better Link Prediction Jiang Wang Filip Ilievski Pedro A. Szekely Ke-Thia Yao 11 15 0 26 Mar 2022
Contextual Semantic Embeddings for Ontology Subsumption Prediction Jiaoyan Chen Yuan He Yuxia Geng Ernesto Jiménez-Ruiz Hang Dong Ian Horrocks 33 50 0 20 Feb 2022
A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals Cristian Santini Genet Asefa Gesese Silvio Peroni Aldo Gangemi Harald Sack Mehwish Alam 38 20 0 24 Jan 2022
A novel knowledge graph development for industry design: A case study on indirect coal liquefaction process Zhenhua Wang Bei-ke Zhang Dong Gao 9 41 0 27 Nov 2021
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Anson Bastos Kuldeep Singh Abhishek Nadgeri Saeedeh Shekarpour I. Mulang' Johannes Hoffart 14 18 0 12 Aug 2021
Benchmarking Knowledge-driven Zero-shot Learning Yuxia Geng Jiaoyan Chen Zhuang Xiang Zhuo Chen Jeff Z. Pan Juan Li Zonggang Yuan Huajun Chen VLM 17 19 0 29 Jun 2021
Knowledge-aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen Yuxia Geng Zhuo Chen Ian Horrocks Jeff Z. Pan Huajun Chen 27 77 0 26 Feb 2021
Knowledge Association with Hyperbolic Knowledge Graph Embeddings Zequn Sun Muhao Chen Wei Hu Chengming Wang Jian Dai Wei Zhang 7 82 0 05 Oct 2020
Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu Muhao Chen Dan Roth Nigel Collier OCL 8 117 0 28 Sep 2020
GraphOpt: Learning Optimization Models of Graph Formation Rakshit S. Trivedi Jiachen Yang H. Zha OffRL 14 17 0 07 Jul 2020
Knowledge Graph Embeddings and Explainable AI Federico Bianchi Gaetano Rossiello Luca Costabello M. Palmonari Pasquale Minervini 30 81 0 30 Apr 2020
Semantic Entity Enrichment by Leveraging Multilingual Descriptions for Link Prediction Genet Asefa Gesese Mehwish Alam Harald Sack 9 6 0 22 Apr 2020
End-to-End Entity Classification on Multimodal Knowledge Graphs W. X. Wilcke Peter Bloem Victor de Boer R. V. Veer F. V. Harmelen 9 24 0 25 Mar 2020
Image-embodied Knowledge Representation Learning Ruobing Xie Zhiyuan Liu Huanbo Luan Maosong Sun 122 211 0 22 Sep 2016