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2406.13862
Cited By

Knowledge Graph-Enhanced Large Language Models via Path Selection

Knowledge Graph-Enhanced Large Language Models via Path Selection

19 June 2024

Jundong Li

ArXiv (abs)PDF HTML

Papers citing "Knowledge Graph-Enhanced Large Language Models via Path Selection"

18 / 18 papers shown

Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation

Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation

172

1

0

01 Nov 2025

Exploring the Influence of Relevant Knowledge for Natural Language Generation Interpretability

Exploring the Influence of Relevant Knowledge for Natural Language Generation Interpretability

Iván Martínez-Murillo

78

0

0

28 Oct 2025

AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM

AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM

Hong Ting Tsang

177

0

0

20 Oct 2025

AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction

AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction

Hong Ting Tsang

195

0

0

17 Oct 2025

TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence

TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence

Aleksandar Fontana

Andrea Saracino

112

0

0

16 Oct 2025

AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction

AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction

244

7

0

21 Jun 2025

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

191

4

0

04 Jun 2025

KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision

KG-TRACES: Enhancing Large Language Models with Knowledge Graph-constrained Trajectory Reasoning and Attribution Supervision

276

4

0

01 Jun 2025

From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs

From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs

219

0

0

29 May 2025

Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey

Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey

Tiancheng Huang

471

13

0

08 Apr 2025

Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning

Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning

Xinyan Velocity Yu

310

6

0

08 Apr 2025

Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models

Question-Aware Knowledge Graph Prompting for Enhancing Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

210

1

0

30 Mar 2025

ExKG-LLM: Leveraging Large Language Models for Automated Expansion of Cognitive Neuroscience Knowledge Graphs

Kheirolah Rahsepar Fard

172

3

0

09 Mar 2025

Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning

382

6

0

03 Mar 2025

Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection

Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection

LRM RALM ReLM KELM

965

3

0

24 Feb 2025

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

...

550

70

0

21 Jan 2025

LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration

LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space ExplorationProceedings of the VLDB Endowment (PVLDB), 2024

254

0

0

06 Nov 2024

Graph Retrieval-Augmented Generation: A Survey

Graph Retrieval-Augmented Generation: A Survey

Yun Zhu

Yongchao Liu

687

271

0

15 Aug 2024