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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

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
9 December 2023
Gustavo Gonçalves
Emma Strubell
ArXiv (abs)PDFHTML

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

14 / 14 papers shown
Downsized and Compromised?: Assessing the Faithfulness of Model Compression
Downsized and Compromised?: Assessing the Faithfulness of Model Compression
Moumita Kamal
Douglas A. Talbert
117
0
0
07 Oct 2025
Debiasing Large Language Models in Thai Political Stance Detection via Counterfactual Calibration
Debiasing Large Language Models in Thai Political Stance Detection via Counterfactual Calibration
Kasidit Sermsri
Teerapong Panboonyuen
88
0
0
26 Sep 2025
Fair-GPTQ: Bias-Aware Quantization for Large Language Models
Fair-GPTQ: Bias-Aware Quantization for Large Language Models
Irina Proskurina
Guillaume Metzler
Julien Velcin
MQ
130
0
0
18 Sep 2025
How Quantization Shapes Bias in Large Language Models
How Quantization Shapes Bias in Large Language Models
Federico Marcuzzi
Xuefei Ning
Roy Schwartz
Iryna Gurevych
MQ
112
0
0
25 Aug 2025
Investigating Hallucination in Conversations for Low Resource Languages
Investigating Hallucination in Conversations for Low Resource Languages
A. Das
M. Hasan
Souvika Sarkar
Zheng Zhang
Fatemeh Jamshidi
Tathagata Bhattacharya
Nilanjana Raychawdhury
Dongji Feng
Vinija Jain
Vasu Sharma
HILM
308
0
0
30 Jul 2025
Safety Alignment via Constrained Knowledge Unlearning
Safety Alignment via Constrained Knowledge Unlearning
Zesheng Shi
Yucheng Zhou
Jing Li
MUKELMAAML
218
5
0
24 May 2025
Through a Compressed Lens: Investigating The Impact of Quantization on Factual Knowledge Recall
Through a Compressed Lens: Investigating The Impact of Quantization on Factual Knowledge Recall
Qianli Wang
Mingyang Wang
Nils Feldhus
Simon Ostermann
Yuan Cao
Hinrich Schütze
Sebastian Möller
Vera Schmitt
MQ
234
2
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 ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Dahyun Jung
Seungyoon Lee
Hyeonseok Moon
Chanjun Park
Heuiseok Lim
AAMLALMELM
268
5
0
25 Mar 2025
The Impact of Inference Acceleration on Bias of LLMs
The Impact of Inference Acceleration on Bias of LLMsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Elisabeth Kirsten
Ivan Habernal
Vedant Nanda
Muhammad Bilal Zafar
356
0
0
29 Oct 2024
On the social bias of speech self-supervised models
On the social bias of speech self-supervised modelsInterspeech (Interspeech), 2024
Yi-Cheng Lin
Tzu-Quan Lin
Hsi-Che Lin
Andy T. Liu
Hung-yi Lee
314
11
0
07 Jun 2024
Surgical Feature-Space Decomposition of LLMs: Why, When and How?
Surgical Feature-Space Decomposition of LLMs: Why, When and How?Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Arnav Chavan
Nahush Lele
Deepak Gupta
256
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
265
5
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
395
68
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
291
15
0
18 Jan 2024
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