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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation NIPS 2024
Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 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
CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding IJCAI 2024
A differentiable first-order rule learner for inductive logic programming (Abstract Reprint) IJCAI 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024
Viewpoint-Aware Visual Grounding in 3D Scenes CVPR 2024
Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ACL 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024
Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ACL 2024
Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding NIPS 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings IJCAI 2024
Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024
The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education AAAI 2024
Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning AAAI 2024
Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search AAAI 2024
MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 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
Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024