GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation

论文阅读 分类

2025

10-15

GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation

10-15

THINK-ON-GRAPH: DEEP AND RESPONSIBLE REASONING OF LARGE LANGUAGE MODEL ON KNOWLEDGE GRAPH

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Reason-Align-Respond: Aligning LLM Reasoning with Knowledge Graphs for KGQA

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The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering

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WHEN TO USE GRAPHS IN RAG: A COMPREHENSIVE ANALYSIS FOR GRAPH RETRIEVAL-AUGMENTED GENERATION

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LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph

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Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model

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论文阅读——LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification

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论文阅读——ST-LLM+: Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction

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论文阅读——PATTON : Language Model Pretraining on Text-Rich Networks