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Strategic Demonstration Selection for Improved Fairness in LLM
  In-Context Learning

Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning

19 August 2024
Jingyu Hu
Weiru Liu
Mengnan Du
ArXivPDFHTML

Papers citing "Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning"

4 / 4 papers shown
Title
Towards Fair In-Context Learning with Tabular Foundation Models
Towards Fair In-Context Learning with Tabular Foundation Models
Patrik Kenfack
Samira Ebrahimi Kahou
Ulrich Aïvodji
19
0
0
14 May 2025
On the Relation between Sensitivity and Accuracy in In-context Learning
On the Relation between Sensitivity and Accuracy in In-context Learning
Yanda Chen
Chen Zhao
Zhou Yu
Kathleen McKeown
He He
182
77
0
16 Sep 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming
  Few-Shot Prompt Order Sensitivity
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
Yao Lu
Max Bartolo
Alastair Moore
Sebastian Riedel
Pontus Stenetorp
AILaw
LRM
279
1,124
0
18 Apr 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural
  Language Inference
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
Timo Schick
Hinrich Schütze
258
1,589
0
21 Jan 2020
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