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Papers
VISTA: Visual-Textual Knowledge Graph Representation Learning
EMNLP 2023
Adapters for Enhanced Modeling of Multilingual Knowledge and Text
EMNLP 2022
A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion
EMNLP 2022
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion
ACL 2022
Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform
EMNLP 2022
Cycle Representation Learning for Inductive Relation Prediction
ICML 2022
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective
COLING 2022
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts
COLING 2022
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach
ACL 2022
ER: Equivariance Regularizer for Knowledge Graph Completion
AAAI 2022
Exploring Relational Semantics for Inductive Knowledge Graph Completion
AAAI 2022
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View
AAAI 2022
Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers
EMNLP 2022
Joint Completion and Alignment of Multilingual Knowledge Graphs
EMNLP 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion
COLING 2022
Joint Multilingual Knowledge Graph Completion and Alignment
EMNLP 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models
EMNLP 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion
COLING 2022
Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion
EMNLP 2022
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion
NAACL 2022
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning
EMNLP 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation
EMNLP 2022
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion
EMNLP 2022
Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
ACL 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion
EMNLP 2022