Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework

23 June 2020

Papers citing "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework"

27 / 27 papers shown

Title
Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction Mario Sanger Ulf Leser 47 0 0 01 May 2025
Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification Gexin Huang Chenfei Wu Mingjie Li Xiaojun Chang Ling-Hao Chen Ying Sun Shen Zhao Xiaodan Liang Liang Lin MedIm 37 0 0 05 Jun 2024
From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma Christoph Wehner Chrysa Iliopoulou Ute Schmid Tarek R. Besold 60 0 0 03 Jun 2024
Predicting Drug-Gene Relations via Analogy Tasks with Word Embeddings Hiroaki Yamagiwa Ryoma Hashimoto Kiwamu Arakane Ken Murakami Shou Soeda Momose Oyama Mariko Okada Hidetoshi Shimodaira Hidetoshi Shimodaira 36 0 0 03 Jun 2024
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models J. Sardina John D. Kelleher Declan O’Sullivan 20 0 0 08 Feb 2024
Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings M. Devarakonda Smita Mohanty Raja Rao Sunkishala Nag Mallampalli Xiong Liu 26 4 0 27 Sep 2023
Fast Knowledge Graph Completion using Graphics Processing Units Chun-Hee Lee Dong-oh Kang Hwa Jeon Song 17 1 0 22 Jul 2023
Knowledge Graphs Querying Arijit Khan 34 16 0 23 May 2023
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature Ana Claudia Akemi Matsuki de Faria Felype de Castro Bastos Jose Victor Nogueira Alves da Silva Vitor Lopes Fabris Valeska Uchôa Décio Gonccalves de Aguiar Neto C. F. G. Santos 30 22 0 18 May 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 41 35 0 26 Mar 2023
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction Nicolas Hubert Pierre Monnin Armelle Brun D. Monticolo 17 4 0 01 Mar 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 25 3 0 30 Jan 2023
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 28 13 0 19 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 26 108 0 12 Dec 2022
Leveraging Wikidata's edit history in knowledge graph refinement tasks A. Hevia Daniel Gayo-Avello KELM 28 2 0 27 Oct 2022
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings Adrian Kochsiek Fritz Niesel Rainer Gemulla 23 3 0 11 Jul 2022
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective Ying Zhou Xuanang Chen Xianpei Han Zheng Ye Le Sun 25 11 0 09 May 2022
A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs Charles Tapley Hoyt M. Berrendorf Mikhail Galkin Volker Tresp Benjamin M. Gyori 26 20 0 14 Mar 2022
An Open Challenge for Inductive Link Prediction on Knowledge Graphs Mikhail Galkin M. Berrendorf Charles Tapley Hoyt AI4CE 30 22 0 03 Mar 2022
Distributed non-negative RESCAL with Automatic Model Selection for Exascale Data Manish Bhattarai Namita Kharat E. Skau B. Nebgen H. Djidjev S. Rajopadhye James P. Smith Boian Alexandrov 28 10 0 19 Feb 2022
Prediction of Adverse Biological Effects of Chemicals Using Knowledge Graph Embeddings E. B. Myklebust Ernesto Jiménez-Ruiz Jiaoyan Chen Raoul Wolf K. Tollefsen 16 9 0 08 Dec 2021
Updating Embeddings for Dynamic Knowledge Graphs Christopher Wewer Florian Lemmerich Michael Cochez KELM 14 6 0 22 Sep 2021
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Mikhail Galkin E. Denis Jiapeng Wu William L. Hamilton OCL 25 86 0 23 Jun 2021
Query Embedding on Hyper-relational Knowledge Graphs Dimitrios Alivanistos M. Berrendorf Michael Cochez Mikhail Galkin 23 22 0 15 Jun 2021
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective Stephen Bonner Ian P Barrett Cheng Ye Rowan Swiers O. Engkvist A. Bender Charles Tapley Hoyt William L. Hamilton 32 94 0 19 Feb 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 181 1,940 0 02 Feb 2020
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017