Should We Attend More or Less? Modulating Attention for Fairness

Should We Attend More or Less? Modulating Attention for Fairness

22 May 2023

Gonçalo Mordido

Samira Shabanian

Papers citing "Should We Attend More or Less? Modulating Attention for Fairness"

13 / 13 papers shown

Title
Exploring Accuracy-Fairness Trade-off in Large Language Models Qingquan Zhang Qiqi Duan Bo Yuan Yuhui Shi J. Liu 62 0 0 21 Nov 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 38 14 0 08 Jun 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness Guangliang Liu Milad Afshari Xitong Zhang Zhiyu Xue Avrajit Ghosh Bidhan Bashyal Rongrong Wang K. Johnson 21 0 0 06 Jun 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models Sunhao Dai Chen Xu Shicheng Xu Liang Pang Zhenhua Dong Jun Xu 37 60 0 17 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 33 31 0 31 Mar 2024
Fairness-Aware Structured Pruning in Transformers A. Zayed Gonçalo Mordido Samira Shabanian Ioana Baldini Sarath Chandar 27 15 0 24 Dec 2023
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 31 11 0 03 Dec 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 16 478 0 02 Sep 2023
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 64 36 0 21 Mar 2022
On-the-Fly Attention Modulation for Neural Generation Yue Dong Chandra Bhagavatula Ximing Lu Jena D. Hwang Antoine Bosselut Jackie C.K. Cheung Yejin Choi 35 11 0 02 Jan 2021
Improving BERT with Syntax-aware Local Attention Zhongli Li Qingyu Zhou Chao Li Ke Xu Yunbo Cao 56 44 0 30 Dec 2020
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 199 876 0 03 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018