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RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems

RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems

17 January 2025
Robert Friel
Masha Belyi
Atindriyo Sanyal
ArXivPDFHTML

Papers citing "RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems"

6 / 6 papers shown
Title
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets
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
Synthetic Data Generation with Large Language Models for Text
  Classification: Potential and Limitations
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
Zhuoyan Li
Hangxiao Zhu
Zhuoran Lu
Ming Yin
SyDa
57
42
0
11 Oct 2023
Can Large Language Models Be an Alternative to Human Evaluations?
Can Large Language Models Be an Alternative to Human Evaluations?
Cheng-Han Chiang
Hung-yi Lee
ALM
LM&MA
195
353
0
03 May 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable
  Features
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features
Hannah Rashkin
David Reitter
Gaurav Singh Tomar
Dipanjan Das
137
93
0
14 Jul 2021
PubMedQA: A Dataset for Biomedical Research Question Answering
PubMedQA: A Dataset for Biomedical Research Question Answering
Qiao Jin
Bhuwan Dhingra
Zhengping Liu
William W. Cohen
Xinghua Lu
180
554
0
13 Sep 2019
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