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Conceptor Debiasing of Word Representations Evaluated on WEAT

Conceptor Debiasing of Word Representations Evaluated on WEAT

14 June 2019
S. Karve
Lyle Ungar
João Sedoc
    FaML
ArXiv (abs)PDFHTML

Papers citing "Conceptor Debiasing of Word Representations Evaluated on WEAT"

22 / 22 papers shown
Title
Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways
Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What WaysConference on Fairness, Accountability and Transparency (FAccT), 2024
Angelina Wang
Xuechunzi Bai
Solon Barocas
Su Lin Blodgett
FaML
161
5
0
06 Feb 2024
Sociodemographic Bias in Language Models: A Survey and Forward Path
Sociodemographic Bias in Language Models: A Survey and Forward Path
Vipul Gupta
Pranav Narayanan Venkit
Shomir Wilson
R. Passonneau
370
34
0
13 Jun 2023
Conceptor-Aided Debiasing of Large Language Models
Conceptor-Aided Debiasing of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yifei Li
Lyle Ungar
João Sedoc
216
7
0
20 Nov 2022
Bridging Fairness and Environmental Sustainability in Natural Language
  Processing
Bridging Fairness and Environmental Sustainability in Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Marius Hessenthaler
Emma Strubell
Dirk Hovy
Anne Lauscher
190
8
0
08 Nov 2022
Choose Your Lenses: Flaws in Gender Bias Evaluation
Choose Your Lenses: Flaws in Gender Bias Evaluation
Hadas Orgad
Yonatan Belinkov
194
38
0
20 Oct 2022
Fair NLP Models with Differentially Private Text Encoders
Fair NLP Models with Differentially Private Text EncodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Gaurav Maheshwari
Pascal Denis
Mikaela Keller
A. Bellet
FedMLSILM
107
16
0
12 May 2022
Theories of "Gender" in NLP Bias Research
Theories of "Gender" in NLP Bias ResearchConference on Fairness, Accountability and Transparency (FAccT), 2022
Hannah Devinney
Jenny Björklund
H. Björklund
AI4CE
230
86
0
05 May 2022
To Know by the Company Words Keep and What Else Lies in the Vicinity
To Know by the Company Words Keep and What Else Lies in the Vicinity
Jake Williams
H. Heidenreich
156
0
0
30 Apr 2022
A Survey on Gender Bias in Natural Language Processing
A Survey on Gender Bias in Natural Language Processing
Karolina Stañczak
Isabelle Augenstein
208
140
0
28 Dec 2021
Evaluating Metrics for Bias in Word Embeddings
Evaluating Metrics for Bias in Word Embeddings
Sarah Schröder
Alexander Schulz
Philip Kenneweg
Robert Feldhans
Fabian Hinder
Barbara Hammer
122
10
0
15 Nov 2021
Sustainable Modular Debiasing of Language Models
Sustainable Modular Debiasing of Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Anne Lauscher
Tobias Lüken
Goran Glavaš
295
141
0
08 Sep 2021
A Survey of Race, Racism, and Anti-Racism in NLP
A Survey of Race, Racism, and Anti-Racism in NLPAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Anjalie Field
Su Lin Blodgett
Zeerak Talat
Yulia Tsvetkov
263
136
0
21 Jun 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of
  Conversational Language Models
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Soumya Barikeri
Anne Lauscher
Ivan Vulić
Goran Glavaš
204
209
0
07 Jun 2021
Unmasking the Mask -- Evaluating Social Biases in Masked Language Models
Unmasking the Mask -- Evaluating Social Biases in Masked Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2021
Masahiro Kaneko
Danushka Bollegala
196
86
0
15 Apr 2021
Learning to Remove: Towards Isotropic Pre-trained BERT Embedding
Learning to Remove: Towards Isotropic Pre-trained BERT EmbeddingInternational Conference on Artificial Neural Networks (ICANN), 2021
Y. Liang
Rui Cao
Jie Zheng
Jie Ren
Ling Gao
SSL
351
31
0
12 Apr 2021
Debiasing Pre-trained Contextualised Embeddings
Debiasing Pre-trained Contextualised EmbeddingsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Masahiro Kaneko
Danushka Bollegala
428
148
0
23 Jan 2021
"Thy algorithm shalt not bear false witness": An Evaluation of
  Multiclass Debiasing Methods on Word Embeddings
"Thy algorithm shalt not bear false witness": An Evaluation of Multiclass Debiasing Methods on Word Embeddings
Thalea Schlender
Gerasimos Spanakis
126
3
0
30 Oct 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation
Exploring the Linear Subspace Hypothesis in Gender Bias MitigationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Francisco Vargas
Robert Bamler
267
34
0
20 Sep 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP
Language (Technology) is Power: A Critical Survey of "Bias" in NLPAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Su Lin Blodgett
Solon Barocas
Hal Daumé
Hanna M. Wallach
767
1,463
0
28 May 2020
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement
  and Counterfactual Generation
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual GenerationFindings (Findings), 2020
Seung-Jae Shin
Kyungwoo Song
Joonho Jang
Hyemi Kim
Weonyoung Joo
Il-Chul Moon
166
22
0
07 Apr 2020
Joint Multiclass Debiasing of Word Embeddings
Joint Multiclass Debiasing of Word EmbeddingsInternational Syposium on Methodologies for Intelligent Systems (ISMIS), 2020
Radovan Popović
Florian Lemmerich
M. Strohmaier
FaML
127
6
0
09 Mar 2020
Decision-Directed Data Decomposition
Decision-Directed Data Decomposition
Brent D. Davis
Ethan Jackson
D. Lizotte
146
2
0
18 Sep 2019
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