BERGEN: A Benchmarking Library for Retrieval-Augmented Generation

1 July 2024

Papers citing "BERGEN: A Benchmarking Library for Retrieval-Augmented Generation"

7 / 7 papers shown

Title
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets Lorenz Brehme Thomas Ströhle Ruth Breu 51 0 0 28 Apr 2025
LRAGE: Legal Retrieval Augmented Generation Evaluation Tool Minhu Park Hongseok Oh Eunkyung Choi Wonseok Hwang AILaw RALM ELM 109 0 0 02 Apr 2025
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 138 600 0 17 Oct 2023
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Zhao Cao RALM 112 105 0 24 May 2022
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 301 11,730 0 04 Mar 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 147 326 0 12 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 720 0 17 Apr 2021