knowledge graph

6 papers

• Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
• Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking
• GRIP: A Graph-Based Reasoning Instruction Producer
• Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
• MoEMeta: Mixture-of-Experts Meta Learning for Few-Shot Relational Learning
• NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval