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Parameter-efficient Modularised Bias Mitigation via AdapterFusion
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
13 February 2023
Deepak Kumar
Oleg Lesota
George Zerveas
Daniel Cohen
Carsten Eickhoff
Markus Schedl
Navid Rekabsaz
MoMe
KELM
Re-assign community
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Papers citing
"Parameter-efficient Modularised Bias Mitigation via AdapterFusion"
23 / 23 papers shown
LLM Bias Detection and Mitigation through the Lens of Desired Distributions
Ingroj Shrestha
Padmini Srinivasan
165
4
0
07 Oct 2025
The Disparate Impacts of Speculative Decoding
Jameson Sandler
Ahmet Üstün
Marco Romanelli
Sara Hooker
Ferdinando Fioretto
152
1
0
02 Oct 2025
Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Bumjin Park
Jinsil Lee
Jaesik Choi
255
0
0
01 Jun 2025
From n-gram to Attention: How Model Architectures Learn and Propagate Bias in Language Modeling
Mohsinul Kabir
Tasfia Tahsin
Sophia Ananiadou
KELM
AI4CE
471
2
0
18 May 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
Xin Xu
Wei Xu
Ningyu Zhang
Julian McAuley
KELM
400
13
0
11 Mar 2025
Simultaneous Unlearning of Multiple Protected User Attributes From Variational Autoencoder Recommenders Using Adversarial Training
International Workshop on Algorithmic Bias in Search and Recommendation (ABSR), 2024
Gustavo Escobedo
Christian Ganhor
Stefan Brandl
Mirjam Augstein
Markus Schedl
MU
255
6
0
28 Oct 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Shahed Masoudian
Markus Frohmann
Navid Rekabsaz
Markus Schedl
456
3
0
29 Sep 2024
Fairness and Bias in Multimodal AI: A Survey
Tosin Adewumi
Lama Alkhaled
Namrata Gurung
G. V. Boven
Irene Pagliai
404
30
0
27 Jun 2024
Hate Speech Detection with Generalizable Target-aware Fairness
Tong Chen
Danny Wang
Xurong Liang
Marten Risius
Gianluca Demartini
Hongzhi Yin
485
13
0
28 May 2024
The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification
Minh Duc Bui
Katharina von der Wense
295
3
0
03 May 2024
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing
Yijun Yang
Jie He
Pinzhen Chen
Víctor Gutiérrez-Basulto
Jeff Z. Pan
KELM
HILM
229
2
0
01 Apr 2024
A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models
Ashutosh Sathe
Prachi Jain
Sunayana Sitaram
376
10
0
21 Feb 2024
MAFIA: Multi-Adapter Fused Inclusive LanguAge Models
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Prachi Jain
Ashutosh Sathe
Varun Gumma
Kabir Ahuja
Sunayana Sitaram
332
1
0
12 Feb 2024
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Shahed Masoudian
Cornelia Volaucnik
Markus Schedl
Navid Rekabsaz
393
10
0
29 Jan 2024
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies
Vithya Yogarajan
Gillian Dobbie
Te Taka Keegan
R. Neuwirth
ALM
424
18
0
03 Dec 2023
PEFTDebias : Capturing debiasing information using PEFTs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sumit Agarwal
Aditya Srikanth Veerubhotla
Srijan Bansal
290
4
0
01 Dec 2023
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Markus Frohmann
Carolin Holtermann
Shahed Masoudian
Anne Lauscher
Navid Rekabsaz
422
2
0
02 Oct 2023
Bias and Fairness in Large Language Models: A Survey
Computational Linguistics (CL), 2023
Isabel O. Gallegos
Ryan Rossi
Joe Barrow
Md Mehrab Tanjim
Sungchul Kim
Franck Dernoncourt
Tong Yu
Ruiyi Zhang
Nesreen Ahmed
AILaw
490
1,038
0
02 Sep 2023
A Survey on Fairness in Large Language Models
Yingji Li
Mengnan Du
Rui Song
Xin Wang
Ying Wang
ALM
484
110
0
20 Aug 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path
Vipul Gupta
Pranav Narayanan Venkit
Shomir Wilson
R. Passonneau
580
38
0
13 Jun 2023
Domain Information Control at Inference Time for Acoustic Scene Classification
European Signal Processing Conference (EUSIPCO), 2023
Shahed Masoudian
Khaled Koutini
Markus Schedl
Gerhard Widmer
Navid Rekabsaz
157
1
0
13 Jun 2023
Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Nicolò Tamagnone
Selim Fekih
Ximena Contla
Nayid Orozco
Navid Rekabsaz
284
5
0
26 May 2023
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models
Leonardo Ranaldi
Elena Sofia Ruzzetti
Davide Venditti
Dario Onorati
Fabio Massimo Zanzotto
322
44
0
23 May 2023
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