ResearchTrend.AI
Understanding the Effect of Model Compression on Social Bias in Large Language Models
v1v2 (latest)

Understanding the Effect of Model Compression on Social Bias in Large Language Models

Gustavo Gonçalves
Emma Strubell
ArXiv (abs)PDFHTML

Papers citing "Understanding the Effect of Model Compression on Social Bias in Large Language Models"

9 / 9 papers shown
Title
Safety Alignment via Constrained Knowledge Unlearning
Safety Alignment via Constrained Knowledge Unlearning
Zesheng Shi
Yucheng Zhou
Jing Li
MUKELMAAML
90
2
0
24 May 2025
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability
Qianli Wang
Mingyang Wang
Nils Feldhus
Simon Ostermann
Yuan Cao
Hinrich Schütze
Sebastian Möller
Vera Schmitt
MQ
80
1
0
20 May 2025
FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models
FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models
Dahyun Jung
Seungyoon Lee
Hyeonseok Moon
Chanjun Park
Heuiseok Lim
AAMLALMELM
106
3
0
25 Mar 2025
The Impact of Inference Acceleration on Bias of LLMs
The Impact of Inference Acceleration on Bias of LLMs
Elisabeth Kirsten
Ivan Habernal
Vedant Nanda
Muhammad Bilal Zafar
96
1
0
29 Oct 2024
On the social bias of speech self-supervised models
On the social bias of speech self-supervised models
Yi-Cheng Lin
Tzu-Quan Lin
Hsi-Che Lin
Andy T. Liu
Hung-yi Lee
90
9
0
07 Jun 2024
Surgical Feature-Space Decomposition of LLMs: Why, When and How?
Surgical Feature-Space Decomposition of LLMs: Why, When and How?
Arnav Chavan
Nahush Lele
Deepak Gupta
84
3
0
17 May 2024
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
Ang Li
Jingqian Zhao
Bin Liang
Lin Gui
Hui Wang
Xi Zeng
Xingwei Liang
Kam-Fai Wong
Ruifeng Xu
72
1
0
22 Feb 2024
Building Guardrails for Large Language Models
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
153
32
0
02 Feb 2024
Model Compression Techniques in Biometrics Applications: A Survey
Model Compression Techniques in Biometrics Applications: A Survey
Eduarda Caldeira
Pedro C. Neto
Marco Huber
Naser Damer
Ana F. Sequeira
133
11
0
18 Jan 2024

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.