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Semantics derived automatically from language corpora contain human-like
  biases
v1v2v3v4 (latest)

Semantics derived automatically from language corpora contain human-like biases

25 August 2016
Aylin Caliskan
J. Bryson
Arvind Narayanan
ArXiv (abs)PDFHTML

Papers citing "Semantics derived automatically from language corpora contain human-like biases"

50 / 512 papers shown
Title
Gender Biases and Where to Find Them: Exploring Gender Bias in
  Pre-Trained Transformer-based Language Models Using Movement Pruning
Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning
Przemyslaw K. Joniak
Akiko Aizawa
47
28
0
06 Jul 2022
Counterfactually Measuring and Eliminating Social Bias in
  Vision-Language Pre-training Models
Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models
Yi Zhang
Junyan Wang
Jitao Sang
93
28
0
03 Jul 2022
American == White in Multimodal Language-and-Image AI
American == White in Multimodal Language-and-Image AI
Robert Wolfe
Aylin Caliskan
VLM
85
51
0
01 Jul 2022
Towards Lexical Gender Inference: A Scalable Methodology using Online
  Databases
Towards Lexical Gender Inference: A Scalable Methodology using Online Databases
Marion Bartl
Susan Leavy
41
1
0
28 Jun 2022
Is your model predicting the past?
Is your model predicting the past?
Moritz Hardt
Michael P. Kim
74
11
0
23 Jun 2022
Towards WinoQueer: Developing a Benchmark for Anti-Queer Bias in Large
  Language Models
Towards WinoQueer: Developing a Benchmark for Anti-Queer Bias in Large Language Models
Virginia K. Felkner
Ho-Chun Herbert Chang
Eugene Jang
Jonathan May
OSLM
59
8
0
23 Jun 2022
Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender
  Bias
Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender Bias
Yarden Tal
Inbal Magar
Roy Schwartz
77
36
0
20 Jun 2022
Respect as a Lens for the Design of AI Systems
Respect as a Lens for the Design of AI Systems
W. Seymour
Max Van Kleek
Reuben Binns
Dave Murray-Rust
FaML
37
8
0
15 Jun 2022
Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency,
  Syntax, and Semantics
Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics
Aylin Caliskan
Pimparkar Parth Ajay
Tessa E. S. Charlesworth
Robert Wolfe
M. Banaji
CVBMFaML
83
53
0
07 Jun 2022
[Re] Badder Seeds: Reproducing the Evaluation of Lexical Methods for
  Bias Measurement
[Re] Badder Seeds: Reproducing the Evaluation of Lexical Methods for Bias Measurement
Jille van der Togt
Lea Tiyavorabun
Matteo Rosati
Giulio Starace
26
0
0
03 Jun 2022
Measuring Gender Bias in Word Embeddings of Gendered Languages Requires
  Disentangling Grammatical Gender Signals
Measuring Gender Bias in Word Embeddings of Gendered Languages Requires Disentangling Grammatical Gender Signals
Shiva Omrani Sabbaghi
Aylin Caliskan
70
9
0
03 Jun 2022
Algorithmic Fairness and Structural Injustice: Insights from Feminist
  Political Philosophy
Algorithmic Fairness and Structural Injustice: Insights from Feminist Political Philosophy
Atoosa Kasirzadeh
FaML
82
41
0
02 Jun 2022
What Changed? Investigating Debiasing Methods using Causal Mediation
  Analysis
What Changed? Investigating Debiasing Methods using Causal Mediation Analysis
Su-Ha Jeoung
Jana Diesner
CML
70
7
0
01 Jun 2022
Towards Responsible AI: A Design Space Exploration of Human-Centered
  Artificial Intelligence User Interfaces to Investigate Fairness
Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness
Yuri Nakao
Lorenzo Strappelli
Simone Stumpf
A. Naseer
D. Regoli
Giulia Del Gamba
60
30
0
01 Jun 2022
Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of
  Movie Dialogues
Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie Dialogues
Sandhya Singh
Prapti Roy
Nihar Ranjan Sahoo
Niteesh Mallela
Himanshu Gupta
...
Milind Savagaonkar
Nidhi
Roshni Ramnani
Anutosh Maitra
Shubhashis Sengupta
41
14
0
31 May 2022
Toward Understanding Bias Correlations for Mitigation in NLP
Toward Understanding Bias Correlations for Mitigation in NLP
Lu Cheng
Suyu Ge
Huan Liu
72
9
0
24 May 2022
Markedness in Visual Semantic AI
Markedness in Visual Semantic AI
Robert Wolfe
Aylin Caliskan
VLM
107
36
0
23 May 2022
How to keep text private? A systematic review of deep learning methods
  for privacy-preserving natural language processing
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing
Samuel Sousa
Roman Kern
PILMAILaw
79
46
0
20 May 2022
Gender Bias in Meta-Embeddings
Gender Bias in Meta-Embeddings
Masahiro Kaneko
Danushka Bollegala
Naoaki Okazaki
69
6
0
19 May 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a
  Holistic Descriptor Dataset
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset
Eric Michael Smith
Melissa Hall
Melanie Kambadur
Eleonora Presani
Adina Williams
110
143
0
18 May 2022
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of
  Character Roles Without Training Data
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data
Dominik Stammbach
Maria Antoniak
Elliott Ash
212
34
0
16 May 2022
Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis
Trucks Don't Mean Trump: Diagnosing Human Error in Image Analysis
J.D. Zamfirescu-Pereira
Jerry Chen
Emily Wen
Allison Koenecke
N. Garg
Emma Pierson
58
6
0
15 May 2022
Mitigating Gender Stereotypes in Hindi and Marathi
Mitigating Gender Stereotypes in Hindi and Marathi
Neeraja Kirtane
Tanvi Anand
61
8
0
12 May 2022
Richer Countries and Richer Representations
Richer Countries and Richer Representations
Kaitlyn Zhou
Kawin Ethayarajh
Dan Jurafsky
80
9
0
10 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High
  Frequency Words
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words
Kaitlyn Zhou
Kawin Ethayarajh
Dallas Card
Dan Jurafsky
94
69
0
10 May 2022
Theories of "Gender" in NLP Bias Research
Theories of "Gender" in NLP Bias Research
Hannah Devinney
Jenny Björklund
H. Björklund
AI4CE
112
77
0
05 May 2022
Gender Bias in Masked Language Models for Multiple Languages
Gender Bias in Masked Language Models for Multiple Languages
Masahiro Kaneko
Aizhan Imankulova
Danushka Bollegala
Naoaki Okazaki
108
64
0
01 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
53
0
0
30 Apr 2022
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for
  Sentiment Classification
Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification
Jared Mowery
SSL
112
0
0
22 Apr 2022
Fairness in Graph Mining: A Survey
Fairness in Graph Mining: A Survey
Yushun Dong
Jing Ma
Song Wang
Chen Chen
Jundong Li
FaML
214
115
0
21 Apr 2022
How Gender Debiasing Affects Internal Model Representations, and Why It
  Matters
How Gender Debiasing Affects Internal Model Representations, and Why It Matters
Hadas Orgad
Seraphina Goldfarb-Tarrant
Yonatan Belinkov
80
18
0
14 Apr 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World
  is Structured
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured
Alexander Henlein
Alexander Mehler
70
6
0
12 Apr 2022
Machine Learning and Deep Learning -- A review for Ecologists
Machine Learning and Deep Learning -- A review for Ecologists
Maximilian Pichler
F. Hartig
130
145
0
11 Apr 2022
Fair and Argumentative Language Modeling for Computational Argumentation
Fair and Argumentative Language Modeling for Computational Argumentation
Carolin Holtermann
Anne Lauscher
Simone Paolo Ponzetto
65
21
0
08 Apr 2022
Mapping the Multilingual Margins: Intersectional Biases of Sentiment
  Analysis Systems in English, Spanish, and Arabic
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic
Antonio Camara
Nina Taneja
Tamjeed Azad
Emily Allaway
R. Zemel
78
21
0
07 Apr 2022
Probing Pre-Trained Language Models for Cross-Cultural Differences in
  Values
Probing Pre-Trained Language Models for Cross-Cultural Differences in Values
Arnav Arora
Lucie-Aimée Kaffee
Isabelle Augenstein
VLM
93
136
0
25 Mar 2022
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings
S. Matthews
John Stephen Hudzina
Dawn Sepehr
AILawFaML
61
13
0
24 Mar 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual
  Role Reversal
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
Umang Gupta
Jwala Dhamala
Varun Kumar
Apurv Verma
Yada Pruksachatkun
Satyapriya Krishna
Rahul Gupta
Kai-Wei Chang
Greg Ver Steeg
Aram Galstyan
64
54
0
23 Mar 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models
  with Adversarial Learning
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning
Hugo Elias Berg
Elizaveta Semenova
Yash Bhalgat
Wonsuk Yang
Hannah Rose Kirk
Aleksandar Shtedritski
Max Bain
VLM
102
101
0
22 Mar 2022
Suum Cuique: Studying Bias in Taboo Detection with a Community
  Perspective
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective
Osama Khalid
Jonathan Rusert
P. Srinivasan
25
1
0
22 Mar 2022
Towards Responsible Natural Language Annotation for the Varieties of
  Arabic
Towards Responsible Natural Language Annotation for the Varieties of Arabic
A. S. Bergman
Mona T. Diab
93
19
0
17 Mar 2022
Geographic Adaptation of Pretrained Language Models
Geographic Adaptation of Pretrained Language Models
Valentin Hofmann
Goran Glavaš
Nikola Ljubevsić
J. Pierrehumbert
Hinrich Schütze
VLM
126
17
0
16 Mar 2022
Sense Embeddings are also Biased--Evaluating Social Biases in Static and
  Contextualised Sense Embeddings
Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings
Yi Zhou
Masahiro Kaneko
Danushka Bollegala
68
23
0
14 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language
  Models
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models
Masashi Takeshita
Rafal Rzepka
K. Araki
84
7
0
10 Mar 2022
A Survey on Bias and Fairness in Natural Language Processing
A Survey on Bias and Fairness in Natural Language Processing
Rajas Bansal
SyDa
57
14
0
06 Mar 2022
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLMALM
930
13,272
0
04 Mar 2022
A study on the distribution of social biases in self-supervised learning
  visual models
A study on the distribution of social biases in self-supervised learning visual models
Kirill Sirotkin
Pablo Carballeira
Marcos Escudero-Viñolo
100
19
0
03 Mar 2022
On Modality Bias Recognition and Reduction
On Modality Bias Recognition and Reduction
Yangyang Guo
Liqiang Nie
Harry Cheng
Zhiyong Cheng
Mohan S. Kankanhalli
A. Bimbo
75
28
0
25 Feb 2022
Probing BERT's priors with serial reproduction chains
Probing BERT's priors with serial reproduction chains
Takateru Yamakoshi
Thomas Griffiths
Robert D. Hawkins
84
13
0
24 Feb 2022
Evaluating the Construct Validity of Text Embeddings with Application to
  Survey Questions
Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions
Qixiang Fang
D. Nguyen
Daniel L. Oberski
96
12
0
18 Feb 2022
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