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COBias and Debias: Balancing Class Accuracies for Language Models in Inference Time via Nonlinear Integer Programming

COBias and Debias: Balancing Class Accuracies for Language Models in Inference Time via Nonlinear Integer Programming

13 May 2024
Ruixi Lin
Yang You
ArXivPDFHTML

Papers citing "COBias and Debias: Balancing Class Accuracies for Language Models in Inference Time via Nonlinear Integer Programming"

6 / 6 papers shown
Title
Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy
Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy
Ruixi Lin
Ziqiao Wang
Yang You
FaML
69
0
0
07 Mar 2025
Towards Understanding Sycophancy in Language Models
Towards Understanding Sycophancy in Language Models
Mrinank Sharma
Meg Tong
Tomasz Korbak
D. Duvenaud
Amanda Askell
...
Oliver Rausch
Nicholas Schiefer
Da Yan
Miranda Zhang
Ethan Perez
207
178
0
20 Oct 2023
Large Language Models Understand and Can be Enhanced by Emotional
  Stimuli
Large Language Models Understand and Can be Enhanced by Emotional Stimuli
Cheng-rong Li
Jindong Wang
Yixuan Zhang
Kaijie Zhu
Wenxin Hou
Jianxun Lian
Fang Luo
Qiang Yang
Xingxu Xie
LRM
64
116
0
14 Jul 2023
Prototypical Calibration for Few-shot Learning of Language Models
Prototypical Calibration for Few-shot Learning of Language Models
Zhixiong Han
Y. Hao
Li Dong
Yutao Sun
Furu Wei
157
52
0
20 May 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
274
882
0
18 Apr 2021
PubMedQA: A Dataset for Biomedical Research Question Answering
PubMedQA: A Dataset for Biomedical Research Question Answering
Qiao Jin
Bhuwan Dhingra
Zhengping Liu
William W. Cohen
Xinghua Lu
196
791
0
13 Sep 2019
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