Co$^2$PT: Mitigating Bias in Pre-trained Language Models through
Counterfactual Contrastive Prompt Tuning

Co $^2$ PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning

19 October 2023

Papers citing "Co$^2$PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning"

12 / 12 papers shown

Title
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering Y. Li Zhiting Fan Ruizhe Chen Xiaotang Gai Luqi Gong Yan Zhang Zuozhu Liu LLMSV 25 1 0 20 Apr 2025
Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models Maria Teleki Xiangjue Dong Haoran Liu James Caverlee 30 0 0 15 Apr 2025
Learning to Correct for QA Reasoning with Black-box LLMs Jaehyung Kim Dongyoung Kim Yiming Yang LRM 38 3 0 26 Jun 2024
A Contrastive Learning Approach to Mitigate Bias in Speech Models Alkis Koudounas F. Giobergia Eliana Pastor Elena Baralis 31 1 0 20 Jun 2024
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing Ruizhe Chen Yichen Li Zikai Xiao Zuo-Qiang Liu KELM 33 13 0 15 May 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 55 19 0 14 May 2024
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration Ang Li Jingqian Zhao Bin Liang Lin Gui Hui Wang Xi Zeng Xingwei Liang Kam-Fai Wong Ruifeng Xu 25 0 0 22 Feb 2024
Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation Xiangjue Dong Yibo Wang Philip S. Yu James Caverlee 30 25 0 01 Nov 2023
Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models Jiaying Lu Jinmeng Rao Kezhen Chen Xiaoyuan Guo Yawen Zhang Baochen Sun Carl Yang Jie Yang 16 9 0 07 Sep 2023
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 254 374 0 28 Feb 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 210 138 0 23 Jan 2021