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1904.03035
Cited By
Identifying and Reducing Gender Bias in Word-Level Language Models
5 April 2019
Shikha Bordia
Samuel R. Bowman
FaML
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Papers citing
"Identifying and Reducing Gender Bias in Word-Level Language Models"
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Title
Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings
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Perceptual Score: What Data Modalities Does Your Model Perceive?
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The Arabic Parallel Gender Corpus 2.0: Extensions and Analyses
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Nizar Habash
Houda Bouamor
25
18
0
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Invariant Language Modeling
Maxime Peyrard
Sarvjeet Ghotra
Martin Josifoski
Vidhan Agarwal
Barun Patra
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Robert West
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13
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16 Oct 2021
BBQ: A Hand-Built Bias Benchmark for Question Answering
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Angelica Chen
Nikita Nangia
Vishakh Padmakumar
Jason Phang
Jana Thompson
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15 Oct 2021
Deep Learning for Bias Detection: From Inception to Deployment
M. A. Bashar
R. Nayak
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Vishal Sharma
Kesavan Kandadai
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0
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Towards a Unified View of Parameter-Efficient Transfer Learning
Junxian He
Chunting Zhou
Xuezhe Ma
Taylor Berg-Kirkpatrick
Graham Neubig
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0
08 Oct 2021
Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models
Wenqian Ye
Fei Xu
Yaojia Huang
Cassie Huang
A. Ji
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0
03 Oct 2021
Identifying and Mitigating Gender Bias in Hyperbolic Word Embeddings
Vaibhav Kumar
Tenzin Singhay Bhotia
Vaibhav Kumar
Tanmoy Chakraborty
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16
4
0
28 Sep 2021
Challenges in Detoxifying Language Models
Johannes Welbl
Amelia Glaese
J. Uesato
Sumanth Dathathri
John F. J. Mellor
Lisa Anne Hendricks
Kirsty Anderson
Pushmeet Kohli
Ben Coppin
Po-Sen Huang
LM&MA
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193
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15 Sep 2021
Does Pretraining for Summarization Require Knowledge Transfer?
Kundan Krishna
Jeffrey P. Bigham
Zachary Chase Lipton
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10 Sep 2021
Sustainable Modular Debiasing of Language Models
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Tobias Lüken
Goran Glavas
52
120
0
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Hi, my name is Martha: Using names to measure and mitigate bias in generative dialogue models
Eric Michael Smith
Adina Williams
30
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Social Norm Bias: Residual Harms of Fairness-Aware Algorithms
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Maria De-Arteaga
Lester W. Mackey
Adam Tauman Kalai
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18
7
0
25 Aug 2021
Intersectional Bias in Causal Language Models
Liam Magee
Lida Ghahremanlou
K. Soldatić
S. Robertson
191
31
0
16 Jul 2021
Trustworthy AI: A Computational Perspective
Haochen Liu
Yiqi Wang
Wenqi Fan
Xiaorui Liu
Yaxin Li
Shaili Jain
Yunhao Liu
Anil K. Jain
Jiliang Tang
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104
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0
12 Jul 2021
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech
Yi-Ling Chung
Serra Sinem Tekiroğlu
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RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models
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Anne Lauscher
Ivan Vulić
Goran Glavas
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07 Jun 2021
Obstructing Classification via Projection
P. Haghighatkhah
Wouter Meulemans
Bettina Speckmann
Jérôme Urhausen
Kevin Verbeek
27
6
0
19 May 2021
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification
Haochen Liu
Wei Jin
Hamid Karimi
Zitao Liu
Jiliang Tang
8
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0
06 May 2021
What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus
A. Luccioni
J. Viviano
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Mitigating Political Bias in Language Models Through Reinforced Calibration
Ruibo Liu
Chenyan Jia
Jason W. Wei
Guangxuan Xu
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Soroush Vosoughi
17
98
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30 Apr 2021
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation
Kang Min Yoo
Dongju Park
Jaewook Kang
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234
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18 Apr 2021
On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach
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Germán Rosati
Damián E. Blasi
D. Slezak
Edgar Altszyler
22
3
0
13 Apr 2021
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces
Niklas Friedrich
Anne Lauscher
Simone Paolo Ponzetto
Goran Glavavs
23
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11 Mar 2021
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders
Pengyu Cheng
Weituo Hao
Siyang Yuan
Shijing Si
Lawrence Carin
25
100
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11 Mar 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP
Timo Schick
Sahana Udupa
Hinrich Schütze
259
374
0
28 Feb 2021
Dictionary-based Debiasing of Pre-trained Word Embeddings
Masahiro Kaneko
Danushka Bollegala
FaML
30
39
0
23 Jan 2021
Debiasing Pre-trained Contextualised Embeddings
Masahiro Kaneko
Danushka Bollegala
215
138
0
23 Jan 2021
Persistent Anti-Muslim Bias in Large Language Models
Abubakar Abid
Maheen Farooqi
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11
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A Distributional Approach to Controlled Text Generation
Muhammad Khalifa
Hady ElSahar
Marc Dymetman
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117
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Chen Zhu
A. S. Rawat
Manzil Zaheer
Srinadh Bhojanapalli
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190
0
01 Dec 2020
Investigating Societal Biases in a Poetry Composition System
Emily Sheng
David C. Uthus
19
52
0
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Evaluating Gender Bias in Speech Translation
Marta R. Costa-jussá
Christine Basta
Gerard I. Gállego
29
21
0
27 Oct 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings
Vaibhav Kumar
Tenzin Singhay Bhotia
Vaibhav Kumar
FaML
8
2
0
25 Oct 2020
Mitigating Gender Bias in Machine Translation with Target Gender Annotations
Arturs Stafanovivcs
Toms Bergmanis
Marcis Pinnis
6
58
0
13 Oct 2020
UnQovering Stereotyping Biases via Underspecified Questions
Tao Li
Tushar Khot
Daniel Khashabi
Ashish Sabharwal
Vivek Srikumar
9
130
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Utility is in the Eye of the User: A Critique of NLP Leaderboards
Kawin Ethayarajh
Dan Jurafsky
ELM
24
51
0
29 Sep 2020
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning
Haochen Liu
Wentao Wang
Yiqi Wang
Hui Liu
Zitao Liu
Jiliang Tang
19
5
0
28 Sep 2020
Evaluating representations by the complexity of learning low-loss predictors
William F. Whitney
M. Song
David Brandfonbrener
Jaan Altosaar
Kyunghyun Cho
23
23
0
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GeDi: Generative Discriminator Guided Sequence Generation
Ben Krause
Akhilesh Deepak Gotmare
Bryan McCann
N. Keskar
Shafiq R. Joty
R. Socher
Nazneen Rajani
56
389
0
14 Sep 2020
Towards Debiasing Sentence Representations
Paul Pu Liang
Irene Z Li
Emily Zheng
Y. Lim
Ruslan Salakhutdinov
Louis-Philippe Morency
18
231
0
16 Jul 2020
Mitigating Gender Bias in Captioning Systems
Ruixiang Tang
Mengnan Du
Yuening Li
Zirui Liu
Na Zou
Xia Hu
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11
65
0
15 Jun 2020
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
Vaibhav Kumar
Tenzin Singhay Bhotia
Vaibhav Kumar
Tanmoy Chakraborty
CVBM
11
47
0
02 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP
Su Lin Blodgett
Solon Barocas
Hal Daumé
Hanna M. Wallach
33
1,186
0
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Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning
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19
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It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations
Samson Tan
Shafiq R. Joty
Min-Yen Kan
R. Socher
166
103
0
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Algorithmic Fairness
Dana Pessach
E. Shmueli
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33
388
0
21 Jan 2020
Automatically Neutralizing Subjective Bias in Text
Reid Pryzant
Richard Diehl Martinez
Nathan Dass
Sadao Kurohashi
Dan Jurafsky
Diyi Yang
25
174
0
21 Nov 2019
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