Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration

Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration

22 February 2024

Ruifeng Xu

Papers citing "Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration"

4 / 4 papers shown

Title
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq R. Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 34 7 0 16 Aug 2024
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Yuhang Zhou Paiheng Xu Xiaoyu Liu Bang An Wei Ai Furong Huang LRM 71 20 0 15 Nov 2023
The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 36 5 0 16 Sep 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022