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

13 May 2024

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 Ruixi Lin Ziqiao Wang Yang You FaML 72 0 0 07 Mar 2025
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 209 178 0 20 Oct 2023
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 67 116 0 14 Jul 2023
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 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 Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 196 791 0 13 Sep 2019