Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A
Case Study on Domain-Specific Queries in Private Knowledge-Bases

Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases

15 March 2024

Papers citing "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases"

9 / 9 papers shown

Title
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering Alexander Murphy Mohd Sanad Zaki Rizvi Aden Haussmann Ping Nie Guifu Liu Aryo Pradipta Gema Pasquale Minervini 52 0 0 30 Mar 2025
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval Ruiyi Yang Hao Xue Imran Razzak Hakim Hacid Flora D. Salim RALM 91 0 0 18 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 76 3 0 11 Mar 2025
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System Parker Addison Minh-Tuan H. Nguyen Tomislav Medan Jinali Shah Mohammad T. Manzari ... Chester Chen Daguang Xu Yan Cheng Andrew Feng Ziyue Xu 91 4 0 17 Dec 2024
Self-adaptive Multimodal Retrieval-Augmented Generation Wenjia Zhai VLM 42 0 0 15 Oct 2024
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 53 4 0 06 Oct 2024
POST: Email Archival, Processing and Flagging Stack for Incident Responders Jeffrey Fairbanks 34 1 0 01 Jul 2024
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering Harry Li G. Appleby Ashley Suh 45 1 0 07 Jun 2024
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs Harry Li G. Appleby Ashley Suh 47 7 0 01 Apr 2024