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ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large
  Language Models via Transferable Adversarial Attacks

ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks

19 October 2023
Xiaodong Yu
Hao Cheng
Xiaodong Liu
Dan Roth
Jianfeng Gao
    HILM
    AAML
ArXivPDFHTML

Papers citing "ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks"

10 / 10 papers shown
Title
Adaptive Stress Testing Black-Box LLM Planners
Adaptive Stress Testing Black-Box LLM Planners
Neeloy Chakraborty
John Pohovey
Melkior Ornik
Katherine Driggs-Campbell
28
0
0
08 May 2025
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
65
0
0
28 Apr 2025
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
Yifei Ming
Senthil Purushwalkam
Shrey Pandit
Zixuan Ke
Xuan-Phi Nguyen
Caiming Xiong
Shafiq R. Joty
HILM
112
16
0
30 Sep 2024
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction
  Tuning
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning
Jiaqi Li
Yixuan Tang
Yi Yang
46
5
0
14 Jun 2024
Evaluation of Retrieval-Augmented Generation: A Survey
Evaluation of Retrieval-Augmented Generation: A Survey
Hao Yu
Aoran Gan
Kai Zhang
Shiwei Tong
Qi Liu
Zhaofeng Liu
3DV
62
82
0
13 May 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Neeloy Chakraborty
Melkior Ornik
Katherine Driggs-Campbell
LRM
57
9
0
25 Mar 2024
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large
  Language Models in Knowledge Conflicts
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
Jian Xie
Kai Zhang
Jiangjie Chen
Renze Lou
Yu-Chuan Su
RALM
211
155
0
22 May 2023
Entity-Based Knowledge Conflicts in Question Answering
Entity-Based Knowledge Conflicts in Question Answering
Shayne Longpre
Kartik Perisetla
Anthony Chen
Nikhil Ramesh
Chris DuBois
Sameer Singh
HILM
245
237
0
10 Sep 2021
Posterior Differential Regularization with f-divergence for Improving
  Model Robustness
Posterior Differential Regularization with f-divergence for Improving Model Robustness
Hao Cheng
Xiaodong Liu
L. Pereira
Yaoliang Yu
Jianfeng Gao
248
31
0
23 Oct 2020
Adversarial Example Generation with Syntactically Controlled Paraphrase
  Networks
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
Mohit Iyyer
John Wieting
Kevin Gimpel
Luke Zettlemoyer
AAML
GAN
202
711
0
17 Apr 2018
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