Evaluating Retrieval Quality in Retrieval-Augmented Generation

21 April 2024

Papers citing "Evaluating Retrieval Quality in Retrieval-Augmented Generation"

14 / 14 papers shown

Title
Traceback of Poisoning Attacks to Retrieval-Augmented Generation Baolei Zhang Haoran Xin Minghong Fang Zhuqing Liu Biao Yi Tong Li Zheli Liu SILM AAML 62 0 0 30 Apr 2025
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets Lorenz Brehme Thomas Ströhle Ruth Breu 62 0 0 28 Apr 2025
LLM-Driven Usefulness Judgment for Web Search Evaluation Mouly Dewan Jiqun Liu Aditya Gautam Chirag Shah 45 0 0 19 Apr 2025
IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval Bangwei Liu Yicheng Bao Shaohui Lin Xuhong Wang Xin Tan Y. Wang Yuan Xie Chaochao Lu 84 0 0 01 Apr 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 83 2 0 03 Mar 2025
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks Umar Ali Khan Ekram Khan Fiza Khan A. A. Moinuddin 48 0 0 02 Mar 2025
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models Aryan Jadon Avinash Patil Shashank Kumar SyDa 47 1 0 21 Feb 2025
ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems Mohita Chowdhury Yajie Vera He Aisling Higham Ernest Lim 58 1 0 14 Jan 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation Zirui Guo Lianghao Xia Yanhua Yu Tu Ao Chao Huang 52 12 0 08 Oct 2024
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation To Eun Kim Fernando Diaz 53 2 0 17 Sep 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Xiangyang Li Kuicai Dong Yi Quan Lee Wei Xia Yichun Yin Xinyi Dai Yasheng Wang Ruiming Tang 59 15 0 03 Jul 2024
Evaluating the Retrieval Component in LLM-Based Question Answering Systems Ashkan Alinejad Krtin Kumar Ali Vahdat 56 5 0 10 Jun 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 36 4 0 30 Apr 2024
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020