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Knowledge Graph

702 directly classified papers

Papers per year

Papers

MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts NAACL 2025

Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs EMNLP 2025

Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025

SOVGaussian: Sparse-View 3D Gaussian Splatting for Open-Vocabulary Scene Understanding AAAI 2025

Scene Graph-Grounded Image Generation AAAI 2025

Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning AAAI 2025

Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025

Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025

Weighted Embeddings for Low-Dimensional Graph Representation AAAI 2025

Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025

Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025

Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025

Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024

Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024

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

The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education AAAI 2024

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

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

Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024

Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024

Improving IP Geolocation With Target-Centric IP Graph (Student Abstract) AAAI 2024

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

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024