Fetching the paper…
Reading the bibliography…
Knowledge graph embedding (KGE), which maps entities and relations in a knowledge graph into continuous vector spaces, has achieved great success in predicting missing links in knowledge graphs.
Structure-Mapping: A Theoretical Framework for Analogy
Gentner, D. 1983 · 1983
Earlier work this paper cites.
Computational Approaches to Analogical Reasoning: A Comparative Analysis
Hall, R. P. 1989 · 1989
Earlier work this paper cites.
WORDNET: A Lexical Database for English
Miller, G. A. 1994 · 1994
Earlier work this paper cites.
Yago: a core of semantic knowledge
Suchanek, F. M.; Kasneci, G.; and Weikum, G. 2007 · 2007
Earlier work this paper cites.
Freebase: a collaboratively created graph database for structuring human knowledge
Bollacker, K. D.; Evans, C.; Paritosh, P. K.; Sturge, T.; and Taylor, J. 2008 · 2008
Earlier work this paper cites.
The Latent Relation Mapping Engine: Algorithm and Experiments
Turney, P. D. 2008 · 2008
Earlier work this paper cites.
Translating Embeddings for Modeling Multi-relational Data
Bordes, A.; Usunier, N.; García-Durán, A.; Weston, J.; and Yakhnenko, O. 2013 · 2013
Earlier work this paper cites.
DBpedia - A large-scale, multilingual knowledge base extracted from Wikipedia
Lehmann, J.; Isele, R.; Jakob, M.; Jentzsch, A.; Kontokostas, D.; Mendes, P. N.; Hellmann, S.; Morsey, M.; van Kleef, P.; Auer, S.; and Bizer, C. 2015 · 2015
Earlier work this paper cites.
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Yang, B.; Yih, W.; He, X.; Gao, J.; and Deng, L. 2015 · 2015
Earlier work this paper cites.
Analogical Inference for Multi-relational Embeddings
Liu, H.; Wu, Y.; and Yang, Y. 2017 · 2017
Earlier work this paper cites.
Convolutional 2D Knowledge Graph Embeddings
Dettmers, T.; Minervini, P.; Stenetorp, P.; and Riedel, S. 2018 · 2018
Cited alongside, same era.
Modeling Relational Data with Graph Convolutional Networks
Schlichtkrull, M. S.; Kipf, T. N.; Bloem, P.; van den Berg, R.; Titov, I.; and Welling, M. 2018 · 2018
Cited alongside, same era.
A2N: Attending to Neighbors for Knowledge Graph Inference
Bansal, T.; Juan, D.; Ravi, S.; and McCallum, A. 2019 · 2019
Cited alongside, same era.
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Sun, Z.; Deng, Z.; Nie, J.; and Tang, J. 2019 · 2019
Cited alongside, same era.
Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information
Bevilacqua, M.; and Navigli, R. 2020 · 2020
Cited alongside, same era.
Generalization through Memorization: Nearest Neighbor Language Models
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction
Hu, Z.; Cao, Y.; Huang, L.; and Chua, T. 2021 · 2021
Later among the works it cites.
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
Song, T.; Luo, J.; and Huang, L. 2021 · 2021
Later among the works it cites.
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering
Yasunaga, M.; Ren, H.; Bosselut, A.; Liang, P.; and Leskovec, J. 2021 · 2021
Later among the works it cites.
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning
Chen, X.; Li, L.; Zhang, N.; Tan, C.; Huang, F.; Si, L.; and Chen, H. 2022 · 2022
Later among the works it cites.
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View
Li, R.; Cao, Y.; Zhu, Q.; Bi, G.; Fang, F.; Liu, Y.; and Li, Q. 2022 · 2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Khandelwal, U.; Levy, O.; Jurafsky, D.; Zettlemoyer, L.; and Lewis, M. 2020 · 2020
Cited alongside, same era.
Composition-based Multi-Relational Graph Convolutional Networks
Vashishth, S.; Sanyal, S.; Nitin, V.; and Talukdar, P. P. 2020 · 2020
Cited alongside, same era.
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
Zhang, Z.; Cai, J.; Zhang, Y.; and Wang, J. 2020 · 2020
Cited alongside, same era.
Dual Quaternion Knowledge Graph Embeddings
Cao, Z.; Xu, Q.; Yang, Z.; Cao, X.; and Huang, Q. 2021 · 2021
Cited alongside, same era.
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
Chao, L.; He, J.; Wang, T.; and Chu, W. 2021 · 2021
Cited alongside, same era.
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion
Niu, G.; Li, B.; Zhang, Y.; and Pu, S. 2022 · 2022
Later among the works it cites.
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
Tang, Z.; Pei, S.; Zhang, Z.; Zhu, Y.; Zhuang, F.; Hoehndorf, R.; and Zhang, X. 2022 · 2022
Later among the works it cites.
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning
Wang, H.; Dai, S.; Su, W.; Zhong, H.; Fang, Z.; Huang, Z.; Feng, S.; Chen, Z.; Sun, Y.; and Yu, D. 2022 · 2022
Later among the works it cites.
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs
Zhang, W.; Chen, X.; Yao, Z.; Chen, M.; Zhu, Y.; Yu, H.; Huang, Y.; Xu, Y.; Zhang, N.; Xu, Z.; Yuan, Z.; Xiong, F.; and Chen, H. 2022 · 2022
Later among the works it cites.