An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models

6 June 2023

Papers citing "An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models"

12 / 12 papers shown

Title
Clinical ModernBERT: An efficient and long context encoder for biomedical text Simon A. Lee Anthony Wu Jeffrey N. Chiang MedIm 39 3 0 04 Apr 2025
Safeguarding Large Language Models: A Survey Yi Dong Ronghui Mu Yanghao Zhang Siqi Sun Tianle Zhang ... Yi Qi Jinwei Hu Jie Meng Saddek Bensalem Xiaowei Huang OffRL KELM AILaw 35 17 0 03 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
Building Guardrails for Large Language Models Yizhen Dong Ronghui Mu Gao Jin Yi Qi Jinwei Hu Xingyu Zhao Jie Meng Wenjie Ruan Xiaowei Huang OffRL 57 23 0 02 Feb 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 50 22 0 11 Jan 2024
Debiasing Algorithm through Model Adaptation Tomasz Limisiewicz David Marecek Tomáš Musil 19 12 0 29 Oct 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 35 59 0 20 Aug 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
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 204 607 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019