Evaluation of Retrieval-Augmented Generation: A Survey

Evaluation of Retrieval-Augmented Generation: A Survey

13 May 2024

Kai Zhang

Qi Liu

Papers citing "Evaluation of Retrieval-Augmented Generation: A Survey"

10 / 10 papers shown

Title
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets Lorenz Brehme Thomas Ströhle Ruth Breu 40 0 0 28 Apr 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering Rong Cheng J. Liu Yan Zheng Fei Ni Jiazhen Du Hangyu Mao Fuzheng Zhang Bo-Lan Wang Jianye Hao LRM 37 0 0 25 Apr 2025
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 68 182 0 29 Feb 2024
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark Zhikun Xu Yinghui Li Ruixue Ding Xinyu Wang Boli Chen Yong-jia Jiang Hai-Tao Zheng Wenlian Lu Pengjun Xie Fei Huang 31 3 0 29 Feb 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 57 32 0 20 Feb 2024
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge Yi Liu Lianzhe Huang Shicheng Li Sishuo Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun RALM 45 11 0 14 Nov 2023
Learning to Reason and Memorize with Self-Notes Jack Lanchantin Shubham Toshniwal Jason Weston Arthur Szlam Sainbayar Sukhbaatar ReLM LRM LLMAG 60 15 0 01 May 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 284 8,441 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 278 5,177 0 28 Jan 2022
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 188 214 0 04 Jan 2021