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Adversarial Examples for Evaluating Reading Comprehension Systems

Adversarial Examples for Evaluating Reading Comprehension Systems

23 July 2017
Robin Jia
Percy Liang
    AAML
    ELM
ArXivPDFHTML

Papers citing "Adversarial Examples for Evaluating Reading Comprehension Systems"

50 / 890 papers shown
Title
The Price of Implicit Bias in Adversarially Robust Generalization
The Price of Implicit Bias in Adversarially Robust Generalization
Nikolaos Tsilivis
Natalie Frank
Nathan Srebro
Julia Kempe
45
3
0
07 Jun 2024
What Makes Language Models Good-enough?
What Makes Language Models Good-enough?
Daiki Asami
Saku Sugawara
29
1
0
06 Jun 2024
MultiMax: Sparse and Multi-Modal Attention Learning
MultiMax: Sparse and Multi-Modal Attention Learning
Yuxuan Zhou
Mario Fritz
M. Keuper
42
1
0
03 Jun 2024
Enhancing Noise Robustness of Retrieval-Augmented Language Models with
  Adaptive Adversarial Training
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training
Feiteng Fang
Yuelin Bai
Shiwen Ni
Min Yang
Xiaojun Chen
Ruifeng Xu
AAML
RALM
41
30
0
31 May 2024
KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization
  in EHR
KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR
Hajung Kim
Chanhwi Kim
Hoonick Lee
Kyochul Jang
Jiwoo Lee
Kyungjae Lee
Gangwoo Kim
Jaewoo Kang
28
0
0
22 May 2024
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based
  Counterfactual Explanations
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations
Nima Fathi
Amar Kumar
Brennan Nichyporuk
Mohammad Havaei
Tal Arbel
DiffM
CML
42
0
0
15 May 2024
BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order
  Optimization
BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization
Satyadwyoom Kumar
Saurabh Gupta
Arun Balaji Buduru
AAML
21
0
0
09 May 2024
On Adversarial Examples for Text Classification by Perturbing Latent
  Representations
On Adversarial Examples for Text Classification by Perturbing Latent Representations
Korn Sooksatra
Bikram Khanal
Pablo Rivas
SILM
AAML
29
3
0
06 May 2024
Assessing Adversarial Robustness of Large Language Models: An Empirical
  Study
Assessing Adversarial Robustness of Large Language Models: An Empirical Study
Zeyu Yang
Zhao Meng
Xiaochen Zheng
Roger Wattenhofer
ELM
AAML
31
7
0
04 May 2024
Harmonic LLMs are Trustworthy
Harmonic LLMs are Trustworthy
Nicholas S. Kersting
Mohammad Rahman
Suchismitha Vedala
Yang Wang
40
0
0
30 Apr 2024
Towards Unbiased Evaluation of Detecting Unanswerable Questions in
  EHRSQL
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL
Yongjin Yang
Sihyeon Kim
Sangmook Kim
Gyubok Lee
Se-Young Yun
Edward Choi
33
2
0
29 Apr 2024
Characterizing LLM Abstention Behavior in Science QA with Context
  Perturbations
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations
Bingbing Wen
Bill Howe
Lucy Lu Wang
23
8
0
18 Apr 2024
Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales
Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales
Minghe Gao
Shuang Chen
Liang Pang
Yuan Yao
Jisheng Dang
Wenqiao Zhang
Juncheng Li
Siliang Tang
Yueting Zhuang
Tat-Seng Chua
LRM
37
5
0
17 Apr 2024
Simpler becomes Harder: Do LLMs Exhibit a Coherent Behavior on
  Simplified Corpora?
Simpler becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora?
Miriam Anschütz
Edoardo Mosca
Georg Groh
31
0
0
10 Apr 2024
Towards Building a Robust Toxicity Predictor
Towards Building a Robust Toxicity Predictor
Dmitriy Bespalov
Sourav S. Bhabesh
Yi Xiang
Liutong Zhou
Yanjun Qi
AAML
111
10
0
09 Apr 2024
Semantic Stealth: Adversarial Text Attacks on NLP Using Several Methods
Semantic Stealth: Adversarial Text Attacks on NLP Using Several Methods
Roopkatha Dey
Aivy Debnath
Sayak Kumar Dutta
Kaustav Ghosh
Arijit Mitra
Arghya Roy Chowdhury
Jaydip Sen
AAML
SILM
21
1
0
08 Apr 2024
The Death of Feature Engineering? BERT with Linguistic Features on SQuAD
  2.0
The Death of Feature Engineering? BERT with Linguistic Features on SQuAD 2.0
Jiawei Li
Yue Zhang
VLM
16
1
0
04 Apr 2024
Two Heads are Better than One: Nested PoE for Robust Defense Against
  Multi-Backdoors
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors
Victoria Graf
Qin Liu
Muhao Chen
AAML
34
8
0
02 Apr 2024
Evaluating Large Language Models Using Contrast Sets: An Experimental
  Approach
Evaluating Large Language Models Using Contrast Sets: An Experimental Approach
Manish Sanwal
20
5
0
02 Apr 2024
Cross-Lingual Transfer Robustness to Lower-Resource Languages on
  Adversarial Datasets
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets
Shadi Manafi
Nikhil Krishnaswamy
AAML
45
0
0
29 Mar 2024
Robust and Scalable Model Editing for Large Language Models
Robust and Scalable Model Editing for Large Language Models
Yingfa Chen
Zhengyan Zhang
Xu Han
Chaojun Xiao
Zhiyuan Liu
Chen Chen
Kuai Li
Tao Yang
Maosong Sun
KELM
34
2
0
26 Mar 2024
ChatGPT Incorrectness Detection in Software Reviews
ChatGPT Incorrectness Detection in Software Reviews
M. Tanzil
Junaed Younus Khan
Gias Uddin
19
4
0
25 Mar 2024
Context Quality Matters in Training Fusion-in-Decoder for Extractive
  Open-Domain Question Answering
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering
Kosuke Akimoto
Kunihiro Takeoka
M. Oyamada
38
1
0
21 Mar 2024
Reversible Jump Attack to Textual Classifiers with Modification
  Reduction
Reversible Jump Attack to Textual Classifiers with Modification Reduction
Mingze Ni
Zhensu Sun
Wei Liu
AAML
28
0
0
21 Mar 2024
SSCAE -- Semantic, Syntactic, and Context-aware natural language
  Adversarial Examples generator
SSCAE -- Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator
J. Asl
Mohammad H. Rafiei
Manar Alohaly
Daniel Takabi
AAML
SILM
28
3
0
18 Mar 2024
The Impact of Quantization on the Robustness of Transformer-based Text
  Classifiers
The Impact of Quantization on the Robustness of Transformer-based Text Classifiers
Seyed Parsa Neshaei
Yasaman Boreshban
Gholamreza Ghassem-Sani
Seyed Abolghasem Mirroshandel
MQ
36
0
0
08 Mar 2024
Should We Fear Large Language Models? A Structural Analysis of the Human
  Reasoning System for Elucidating LLM Capabilities and Risks Through the Lens
  of Heidegger's Philosophy
Should We Fear Large Language Models? A Structural Analysis of the Human Reasoning System for Elucidating LLM Capabilities and Risks Through the Lens of Heidegger's Philosophy
Jianqiiu Zhang
ELM
40
1
0
05 Mar 2024
Pointing out the Shortcomings of Relation Extraction Models with
  Semantically Motivated Adversarials
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials
Gennaro Nolano
Moritz Blum
Basil Ell
Philipp Cimiano
27
1
0
29 Feb 2024
Adversarial Math Word Problem Generation
Adversarial Math Word Problem Generation
Roy Xie
Chengxuan Huang
Junlin Wang
Bhuwan Dhingra
AAML
28
1
0
27 Feb 2024
Extreme Miscalibration and the Illusion of Adversarial Robustness
Extreme Miscalibration and the Illusion of Adversarial Robustness
Vyas Raina
Samson Tan
V. Cevher
Aditya Rawal
Sheng Zha
George Karypis
AAML
41
2
0
27 Feb 2024
A Machine Learning Approach to Detect Customer Satisfaction From
  Multiple Tweet Parameters
A Machine Learning Approach to Detect Customer Satisfaction From Multiple Tweet Parameters
Md Mahmudul Hasan
Dr. Shaikh Anowarul Fattah
22
0
0
25 Feb 2024
Fast Adversarial Attacks on Language Models In One GPU Minute
Fast Adversarial Attacks on Language Models In One GPU Minute
Vinu Sankar Sadasivan
Shoumik Saha
Gaurang Sriramanan
Priyatham Kattakinda
Atoosa Malemir Chegini
S. Feizi
MIALM
35
34
0
23 Feb 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of
  Subjective Tasks
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks
Somnath Banerjee
Maulindu Sarkar
Punyajoy Saha
Binny Mathew
Animesh Mukherjee
TDI
34
0
0
22 Feb 2024
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human
  Adversaries
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries
Jing Han Sun
Ali Emami
40
3
0
20 Feb 2024
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions
  Without the Question?
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?
Nishant Balepur
Abhilasha Ravichander
Rachel Rudinger
ELM
37
19
0
19 Feb 2024
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings
  for Robust Large Vision-Language Models
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
Christian Schlarmann
Naman D. Singh
Francesco Croce
Matthias Hein
VLM
AAML
47
37
0
19 Feb 2024
What Evidence Do Language Models Find Convincing?
What Evidence Do Language Models Find Convincing?
Alexander Wan
Eric Wallace
Dan Klein
203
28
0
19 Feb 2024
A Curious Case of Searching for the Correlation between Training Data
  and Adversarial Robustness of Transformer Textual Models
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models
Cuong Dang
Dung D. Le
Thai Le
AAML
29
2
0
18 Feb 2024
Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of
  Conjugate Variables in System Attacks
Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks
Jun-Jie Zhang
Deyu Meng
AAML
12
3
0
16 Feb 2024
Camouflage is all you need: Evaluating and Enhancing Language Model
  Robustness Against Camouflage Adversarial Attacks
Camouflage is all you need: Evaluating and Enhancing Language Model Robustness Against Camouflage Adversarial Attacks
Álvaro Huertas-García
Alejandro Martín
Javier Huertas-Tato
David Camacho
AAML
20
0
0
15 Feb 2024
Language-Based Augmentation to Address Shortcut Learning in Object Goal
  Navigation
Language-Based Augmentation to Address Shortcut Learning in Object Goal Navigation
Dennis Hoftijzer
Gertjan J. Burghouts
Luuk J. Spreeuwers
13
1
0
07 Feb 2024
Desiderata for the Context Use of Question Answering Systems
Desiderata for the Context Use of Question Answering Systems
Sagi Shaier
Lawrence E Hunter
K. Wense
28
4
0
31 Jan 2024
Improving QA Model Performance with Cartographic Inoculation
Improving QA Model Performance with Cartographic Inoculation
Allen Chen
Okan Tankirulu
AAML
20
1
0
30 Jan 2024
Robust Prompt Optimization for Defending Language Models Against
  Jailbreaking Attacks
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
Andy Zhou
Bo Li
Haohan Wang
AAML
41
72
0
30 Jan 2024
A Survey on Data Augmentation in Large Model Era
A Survey on Data Augmentation in Large Model Era
Yue Zhou
Chenlu Guo
Xu Wang
Yi-Ju Chang
Yuan Wu
LM&MA
VLM
49
23
0
27 Jan 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing
  Approach For Uncovering Edge Cases with Minimal Distribution Distortion
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion
Aly M. Kassem
Sherif Saad
AAML
25
1
0
21 Jan 2024
How the Advent of Ubiquitous Large Language Models both Stymie and
  Turbocharge Dynamic Adversarial Question Generation
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation
Yoo Yeon Sung
Ishani Mondal
Jordan L. Boyd-Graber
30
0
0
20 Jan 2024
A Critical Reflection on the Use of Toxicity Detection Algorithms in
  Proactive Content Moderation Systems
A Critical Reflection on the Use of Toxicity Detection Algorithms in Proactive Content Moderation Systems
Mark Warner
Angelika Strohmayer
Matthew Higgs
Lynne Coventry
16
5
0
19 Jan 2024
Power in Numbers: Robust reading comprehension by finetuning with four
  adversarial sentences per example
Power in Numbers: Robust reading comprehension by finetuning with four adversarial sentences per example
Ariel Marcus
AAML
17
0
0
18 Jan 2024
The Earth is Flat? Unveiling Factual Errors in Large Language Models
The Earth is Flat? Unveiling Factual Errors in Large Language Models
Wenxuan Wang
Juluan Shi
Zhaopeng Tu
Youliang Yuan
Jen-tse Huang
Wenxiang Jiao
Michael R. Lyu
KELM
HILM
SyDa
47
1
0
01 Jan 2024
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