Embeddings Publications

Publications in Embeddings

Explore the most influential research papers and scholarly works that have shaped Embeddings. Use the concept filter below to focus on a specific sub-area of research.

Embeddings

771

Publications

66.5K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Learning Entity and Relation Embeddings for Knowledge Graph Completion Yankai Lin, Zhiyuan Liu, Maosong Sun, Proceedings of the AAAI Conference on Artificial Intelligence Natural Language ProcessingEngineeringKnowledge Graph EmbeddingsData ScienceKnowledge Extraction	2015	3.6K
Knowledge Graph Embedding: A Survey of Approaches and Applications Quan Wang, Zhendong Mao, Bin Wang, IEEE Transactions on Knowledge and Data Engineering EngineeringKnowledge ExtractionSemantic WebText MiningNatural Language Processing	2017	2.6K
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications Shaoxiong Ji, Shirui Pan, Erik Cambria, IEEE Transactions on Neural Networks and Learning Systems Artificial IntelligenceEngineeringTemporal Knowledge GraphSemanticsSemantic Web	2021	2.5K
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge Joshua Chin, Catherine Havasi Proceedings of the AAAI Conference on Artificial Intelligence EngineeringKnowledge ExtractionSemanticsSemantic WebWord Vectors	2017	2K
Collaborative Knowledge Base Embedding for Recommender Systems Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian, Visual ContentNatural Language ProcessingKnowledge BaseGraph Neural NetworkEngineering	2016	1.7K
Complex Embeddings for Simple Link Prediction Théo Trouillon, Johannes Welbl, Sebastian Riedel, arXiv (Cornell University) EngineeringMachine LearningComplex EmbeddingsLink Prediction ProblemLink Prediction	2016	1.1K
A Simple but Tough-to-Beat Baseline for Sentence Embeddings Sanjeev Arora, Yingyu Liang, Tengyu Ma International Conference on Learning Representations EngineeringMachine LearningCross-lingual RepresentationTextual EntailmentMultilingual Pretraining	2017	1.1K
Contextual String Embeddings for Sequence Labeling Alan Akbik, Duncan A. J. Blythe, Roland Vollgraf International Conference on Computational Linguistics EngineeringMachine LearningCross-lingual RepresentationMultilingual PretrainingText Mining	2018	1K
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningDat Quoc Nguyen	2018	866
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge Joshua Chin, Catherine Havasi arXiv (Cornell University) EngineeringKnowledge ExtractionSemanticsSemantic WebWord Vectors	2016	844
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun, Zhihong Deng, Jian‐Yun Nie, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningKnowledge ExtractionSemantic Web	2019	771
Representation Learning of Knowledge Graphs with Entity Descriptions Ruobing Xie, Zhiyuan Liu, Jia Jia, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringMachine LearningText MiningWord EmbeddingsNatural Language Processing	2016	716

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