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Mitigating Shortcuts in Language Models with Soft Label Encoding

Mitigating Shortcuts in Language Models with Soft Label Encoding

17 September 2023
Zirui He
Huiqi Deng
Haiyan Zhao
Ninghao Liu
Mengnan Du
ArXivPDFHTML

Papers citing "Mitigating Shortcuts in Language Models with Soft Label Encoding"

4 / 4 papers shown
Title
Navigating LLM Ethics: Advancements, Challenges, and Future Directions
Navigating LLM Ethics: Advancements, Challenges, and Future Directions
Junfeng Jiao
S. Afroogh
Yiming Xu
Connor Phillips
AILaw
55
19
0
14 May 2024
Debiasing Masks: A New Framework for Shortcut Mitigation in NLU
Debiasing Masks: A New Framework for Shortcut Mitigation in NLU
Johannes Mario Meissner
Saku Sugawara
Akiko Aizawa
AAML
31
16
0
28 Oct 2022
Less is Better: Recovering Intended-Feature Subspace to Robustify NLU
  Models
Less is Better: Recovering Intended-Feature Subspace to Robustify NLU Models
Ting Wu
Tao Gui
32
5
0
16 Sep 2022
Identifying and Mitigating Spurious Correlations for Improving
  Robustness in NLP Models
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models
Tianlu Wang
Rohit Sridhar
Diyi Yang
Xuezhi Wang
AAML
108
52
0
14 Oct 2021
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