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Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data

7 March 2025
Shiping Yang
Jie Wu
Wenbiao Ding
Ning Wu
Shining Liang
Ming Gong
Hengyuan Zhang
Dongmei Zhang
    AAML
ArXiv (abs)PDFHTML

Papers citing "Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data"

11 / 11 papers shown
Title
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
Hengyuan Zhang
Xinrong Chen
Yingmin Qiu
Xiao Liang
Ziyue Li
...
Weiping Li
Tong Mo
Wenyue Li
Hayden Kwok-Hay So
Ngai Wong
MoEALM
42
0
0
17 Jun 2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
Yuan Chang
Ziyue Li
Hengyuan Zhang
Yuanbo Kong
Yanru Wu
Zhijiang Guo
Ngai Wong
43
1
0
09 Jun 2025
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment
Lingyao Li
Dawei Li
Zhenhui Ou
Xiaoran Xu
Jingxiao Liu
Zihui Ma
Runlong Yu
Min Deng
AI4CE
33
0
0
02 Jun 2025
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation Systems
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation Systems
Yixiao Zeng
Tianyu Cao
Danqing Wang
Xinran Zhao
Zimeng Qiu
Morteza Ziyadi
Tongshuang Wu
Lei Li
RALM
58
0
0
01 Jun 2025
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
Ruichen Zhang
Rana Muhammad Shahroz Khan
Zhen Tan
Dawei Li
Song Wang
Tianlong Chen
LRM
68
0
0
24 May 2025
Out of Style: RAG's Fragility to Linguistic Variation
Out of Style: RAG's Fragility to Linguistic Variation
Tianyu Cao
Neel Bhandari
Akhila Yerukola
Akari Asai
Maarten Sap
85
2
0
11 Apr 2025
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment
Sizhe Wang
Yongqi Tong
Hengyuan Zhang
Dawei Li
Xin Zhang
Tianlong Chen
216
10
0
21 Feb 2025
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework
Hengyuan Zhang
Chenming Shang
Sizhe Wang
Dongdong Zhang
Feng Yao
Renliang Sun
Yiyao Yu
Yujiu Yang
Furu Wei
210
6
0
25 Oct 2024
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
Jinyang Wu
Feihu Che
Chuyuan Zhang
Mingkuan Feng
Shuai Zhang
Pengpeng Shao
Jianhua Tao
156
6
0
24 Aug 2024
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence
Kevin Wu
Eric Wu
James Zou
AAML
170
48
0
16 Apr 2024
The Faiss library
The Faiss library
Matthijs Douze
Alexandr Guzhva
Chengqi Deng
Jeff Johnson
Gergely Szilvasy
Pierre-Emmanuel Mazaré
Maria Lomeli
Lucas Hosseini
Hervé Jégou
212
189
0
16 Jan 2024
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