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RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration

RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration

14 March 2025
Hong Qing Yu
Frank McQuade
ArXivPDFHTML

Papers citing "RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration"

9 / 9 papers shown
Title
LightRAG: Simple and Fast Retrieval-Augmented Generation
LightRAG: Simple and Fast Retrieval-Augmented Generation
Zirui Guo
Lianghao Xia
Yanhua Yu
Tu Ao
Chao Huang
112
25
0
08 Oct 2024
Improving LLM Reasoning through Scaling Inference Computation with
  Collaborative Verification
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification
Zhenwen Liang
Ye Liu
Tong Niu
Xiangliang Zhang
Yingbo Zhou
Semih Yavuz
LRM
68
22
0
05 Oct 2024
Genetic Approach to Mitigate Hallucination in Generative IR
Genetic Approach to Mitigate Hallucination in Generative IR
Hrishikesh Kulkarni
Nazli Goharian
O. Frieder
Sean MacAvaney
HILM
58
2
0
25 Aug 2024
Hallucination-Free? Assessing the Reliability of Leading AI Legal
  Research Tools
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools
Varun Magesh
Faiz Surani
Matthew Dahl
Mirac Suzgun
Christopher D. Manning
Daniel E. Ho
HILM
ELM
AILaw
66
73
0
30 May 2024
LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via
  System-Algorithm Co-design
LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design
Rui Kong
Qiyang Li
Xinyu Fang
Qingtian Feng
Qingfeng He
Yazhu Dong
Weijun Wang
Yuanchun Li
Linghe Kong
Yunxin Liu
MoE
75
7
0
28 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language
  Models
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Wenqi Fan
Yujuan Ding
Liang-bo Ning
Shijie Wang
Hengyun Li
Dawei Yin
Tat-Seng Chua
Qing Li
RALM
3DV
128
235
0
10 May 2024
Hallucination of Multimodal Large Language Models: A Survey
Hallucination of Multimodal Large Language Models: A Survey
Zechen Bai
Pichao Wang
Tianjun Xiao
Tong He
Zongbo Han
Zheng Zhang
Mike Zheng Shou
VLM
LRM
169
181
0
29 Apr 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
Hanlei Jin
Yang Zhang
Dan Meng
Jun Wang
Jinghua Tan
222
92
0
05 Mar 2024
A Comprehensive Survey of Hallucination Mitigation Techniques in Large
  Language Models
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models
S.M. Towhidul Islam Tonmoy
S. M. M. Zaman
Vinija Jain
Anku Rani
Vipula Rawte
Aman Chadha
Amitava Das
HILM
98
200
0
02 Jan 2024
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