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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases NIPS 2024
Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024
What Does a Query Answer Tell You? Informativeness of Query Answers for Knowledge Bases AAAI 2024
End-to-End Ontology Learning with Large Language Models NIPS 2024
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024
Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion AAAI 2024
Dual Complex Number Knowledge Graph Embeddings COLING 2024
LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 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
Knowledge Graph Error Detection with Contrastive Confidence Adaption AAAI 2024
FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024
Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024
Compositional Generalization with Grounded Language Models ACL 2024
Knowledge-Aware Explainable Reciprocal Recommendation AAAI 2024
Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion AAAI 2024
RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024
Modeling Knowledge Graphs with Composite Reasoning AAAI 2024
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ACL 2024
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks AAAI 2024
Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024