knowledge graph embedding

Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ICML 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024 Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding AAAI 2024 KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge NeurIPS 2024 KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024 Knowledge GeoGebra: Leveraging Geometry of Relation Embeddings in Knowledge Graph Completion COLING 2024 Knowledge Graph Error Detection with Contrastive Confidence Adaption AAAI 2024 Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals ACL 2024 Modeling Knowledge Graphs with Composite Reasoning AAAI 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024 Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024 NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024 Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism ACML 2024 Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction EMNLP 2024 Revisit and Outstrip Entity Alignment: A Perspective of Generative Models ICLR 2024 RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Self-Knowledge Distillation for Knowledge Graph Embedding COLING 2024 Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024 SpeedE: Euclidean Geometric Knowledge Graph Embedding Strikes Back NAACL 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024 Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification ACL 2024