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

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

9 December 2023

Gustavo Gonçalves

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

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Title
How Quantization Shapes Bias in Large Language Models Federico Marcuzzi Xuefei Ning Roy Schwartz Iryna Gurevych MQ 27 0 0 25 Aug 2025
Safety Alignment via Constrained Knowledge Unlearning Zesheng Shi Yucheng Zhou Jing Li MU KELM AAML 108 3 0 24 May 2025
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 128 2 0 20 May 2025
FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models Dahyun Jung Seungyoon Lee Hyeonseok Moon Chanjun Park Heuiseok Lim AAML ALM ELM 140 3 0 25 Mar 2025
The Impact of Inference Acceleration on Bias of LLMs Elisabeth Kirsten Ivan Habernal Vedant Nanda Muhammad Bilal Zafar 120 2 0 29 Oct 2024
On the social bias of speech self-supervised models Yi-Cheng Lin Tzu-Quan Lin Hsi-Che Lin Andy T. Liu Hung-yi Lee 106 9 0 07 Jun 2024
Surgical Feature-Space Decomposition of LLMs: Why, When and How? Arnav Chavan Nahush Lele Deepak Gupta 107 3 0 17 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 96 1 0 22 Feb 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 179 45 0 02 Feb 2024
Model Compression Techniques in Biometrics Applications: A Survey Eduarda Caldeira Pedro C. Neto Marco Huber Naser Damer Ana F. Sequeira 146 11 0 18 Jan 2024