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Knowledge Graph

702 directly classified papers

Papers per year

Papers

Compositional Generalization with Grounded Language Models ACL 2024

ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024

RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024

Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024

Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024

Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024

Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024

Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024

Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024

Unlocking the Power of Large Language Models for Entity Alignment ACL 2024

RSMPNet: Relationship Guided Semantic Map Prediction WACV 2024

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024

Knowledge-Powered Recommendation for an Improved Diet Water Footprint AAAI 2024

Physics-Informed Graph Neural Networks for Water Distribution Systems AAAI 2024

Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024

RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding WACV 2024

Residual Hyperbolic Graph Convolution Networks AAAI 2024

KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations AAAI 2024

SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction WACV 2024

Augmented Commonsense Knowledge for Remote Object Grounding AAAI 2024

Knowledge Graph-Enhanced Large Language Models via Path Selection ACL 2024

PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs NAACL 2024

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024