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2012.01300
Cited By
Learning from others' mistakes: Avoiding dataset biases without modeling them
2 December 2020
Victor Sanh
Thomas Wolf
Yonatan Belinkov
Alexander M. Rush
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Papers citing
"Learning from others' mistakes: Avoiding dataset biases without modeling them"
25 / 75 papers shown
Title
Towards Explanation for Unsupervised Graph-Level Representation Learning
Qinghua Zheng
Jihong Wang
Minnan Luo
Yaoliang Yu
Jundong Li
L. Yao
Xiao Chang
61
1
0
20 May 2022
Learning to Split for Automatic Bias Detection
Yujia Bao
Regina Barzilay
67
21
0
28 Apr 2022
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses
Robik Shrestha
Kushal Kafle
Christopher Kanan
CML
102
13
0
05 Apr 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets
Yuxiang Wu
Matt Gardner
Pontus Stenetorp
Pradeep Dasigi
95
68
0
24 Mar 2022
ZIN: When and How to Learn Invariance Without Environment Partition?
Yong Lin
Shengyu Zhu
Lu Tan
Peng Cui
OOD
CML
88
69
0
11 Mar 2022
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective
Shihan Dou
Rui Zheng
Ting Wu
Songyang Gao
Junjie Shan
Qi Zhang
Yueming Wu
Xuanjing Huang
111
8
0
16 Feb 2022
General Greedy De-bias Learning
Xinzhe Han
Shuhui Wang
Chi Su
Qingming Huang
Qi Tian
109
9
0
20 Dec 2021
Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment
Bowen Zhao
Chen Chen
Qian-Wei Wang
Anfeng He
Shutao Xia
66
9
0
25 Nov 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods
Ruibin Xiong
Yimeng Chen
Liang Pang
Xueqi Chen
Yanyan Lan
50
21
0
07 Nov 2021
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding
Mengnan Du
Subhabrata Mukherjee
Yu Cheng
Milad Shokouhi
Helen Zhou
Ahmed Hassan Awadallah
101
13
0
16 Oct 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics
Prajjwal Bhargava
Aleksandr Drozd
Anna Rogers
159
108
0
04 Oct 2021
RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation
Md. Akmal Haidar
Nithin Anchuri
Mehdi Rezagholizadeh
Abbas Ghaddar
Philippe Langlais
Pascal Poupart
111
22
0
21 Sep 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning
Prasetya Ajie Utama
N. Moosavi
Victor Sanh
Iryna Gurevych
AAML
128
36
0
09 Sep 2021
Debiasing Methods in Natural Language Understanding Make Bias More Accessible
Michael J. Mendelson
Yonatan Belinkov
93
23
0
09 Sep 2021
End-to-End Self-Debiasing Framework for Robust NLU Training
Abbas Ghaddar
Philippe Langlais
Mehdi Rezagholizadeh
Ahmad Rashid
UQCV
74
38
0
05 Sep 2021
Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques
Hossein Amirkhani
Mohammad Taher Pilehvar
52
5
0
01 Sep 2021
A Generative Approach for Mitigating Structural Biases in Natural Language Inference
Dimion Asael
Zachary M. Ziegler
Yonatan Belinkov
46
8
0
31 Aug 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition
Abbas Ghaddar
Philippe Langlais
Ahmad Rashid
Mehdi Rezagholizadeh
124
44
0
24 Jul 2021
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets
Irene Solaiman
Christy Dennison
115
226
0
18 Jun 2021
Learning Stable Classifiers by Transferring Unstable Features
Yujia Bao
Shiyu Chang
Regina Barzilay
OOD
82
8
0
15 Jun 2021
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers
Yujia Bao
Shiyu Chang
Regina Barzilay
76
21
0
26 May 2021
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization
Damien Teney
Ehsan Abbasnejad
Simon Lucey
Anton Van Den Hengel
113
90
0
12 May 2021
Supervising Model Attention with Human Explanations for Robust Natural Language Inference
Joe Stacey
Yonatan Belinkov
Marek Rei
75
48
0
16 Apr 2021
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles
Robik Shrestha
Jinkyu Lee
Kushal Kafle
S. Hwang
Il Yong Chun
79
1
0
01 Apr 2021
A Too-Good-to-be-True Prior to Reduce Shortcut Reliance
Nikolay Dagaev
Brett D. Roads
Xiaoliang Luo
Daniel N. Barry
Kaustubh R. Patil
Bradley C. Love
66
9
0
12 Feb 2021
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