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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
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings
Christine Basta
Marta R. Costa-jussá
Noe Casas
74
195
0
18 Apr 2019
What's in a Name? Reducing Bias in Bios without Access to Protected
  Attributes
What's in a Name? Reducing Bias in Bios without Access to Protected Attributes
Alexey Romanov
Maria De-Arteaga
Hanna M. Wallach
J. Chayes
C. Borgs
Alexandra Chouldechova
S. Geyik
K. Kenthapadi
Anna Rumshisky
Adam Tauman Kalai
75
81
0
10 Apr 2019
Gender Bias in Contextualized Word Embeddings
Gender Bias in Contextualized Word Embeddings
Jieyu Zhao
Tianlu Wang
Mark Yatskar
Ryan Cotterell
Vicente Ordonez
Kai-Wei Chang
FaML
125
421
0
05 Apr 2019
Identifying and Reducing Gender Bias in Word-Level Language Models
Identifying and Reducing Gender Bias in Word-Level Language Models
Shikha Bordia
Samuel R. Bowman
FaML
136
329
0
05 Apr 2019
Black is to Criminal as Caucasian is to Police: Detecting and Removing
  Multiclass Bias in Word Embeddings
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings
Thomas Manzini
Y. Lim
Yulia Tsvetkov
A. Black
FaML
109
308
0
03 Apr 2019
On Measuring Social Biases in Sentence Encoders
On Measuring Social Biases in Sentence Encoders
Chandler May
Alex Jinpeng Wang
Shikha Bordia
Samuel R. Bowman
Rachel Rudinger
128
607
0
25 Mar 2019
Theories of Parenting and their Application to Artificial Intelligence
Theories of Parenting and their Application to Artificial Intelligence
S. Croeser
P. Eckersley
11
10
0
14 Mar 2019
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases
  in Word Embeddings But do not Remove Them
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them
Hila Gonen
Yoav Goldberg
140
571
0
09 Mar 2019
Copying Machine Learning Classifiers
Copying Machine Learning Classifiers
Irene Unceta
Jordi Nin
O. Pujol
96
18
0
05 Mar 2019
Contextual Word Representations: A Contextual Introduction
Contextual Word Representations: A Contextual Introduction
Noah A. Smith
64
34
0
15 Feb 2019
Implicit Diversity in Image Summarization
Implicit Diversity in Image Summarization
L. E. Celis
Vijay Keswani
110
35
0
29 Jan 2019
Fairness in representation: quantifying stereotyping as a
  representational harm
Fairness in representation: quantifying stereotyping as a representational harm
Mohsen Abbasi
Sorelle A. Friedler
C. Scheidegger
Suresh Venkatasubramanian
64
51
0
28 Jan 2019
Bias in Bios: A Case Study of Semantic Representation Bias in a
  High-Stakes Setting
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting
Maria De-Arteaga
Alexey Romanov
Hanna M. Wallach
J. Chayes
C. Borgs
Alexandra Chouldechova
S. Geyik
K. Kenthapadi
Adam Tauman Kalai
208
465
0
27 Jan 2019
Attenuating Bias in Word Vectors
Attenuating Bias in Word Vectors
Sunipa Dev
J. M. Phillips
FaML
79
151
0
23 Jan 2019
Equalizing Gender Biases in Neural Machine Translation with Word
  Embeddings Techniques
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques
Joel Escudé Font
Marta R. Costa-jussá
82
170
0
10 Jan 2019
What are the biases in my word embedding?
What are the biases in my word embedding?
Nathaniel Swinger
Maria De-Arteaga
IV NeilThomasHeffernan
Mark D. M. Leiserson
Adam Tauman Kalai
82
104
0
20 Dec 2018
Measuring Depression Symptom Severity from Spoken Language and 3D Facial
  Expressions
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions
Albert Haque
Michelle Guo
Adam S. Miner
Li Fei-Fei
44
112
0
21 Nov 2018
Machine Decisions and Human Consequences
Machine Decisions and Human Consequences
Teresa Scantamburlo
A. Charlesworth
N. Cristianini
FaML
50
21
0
16 Nov 2018
Deep Learning Predicts Hip Fracture using Confounding Patient and
  Healthcare Variables
Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables
Giovanni Sutanto
J. Zech
Luke Oakden-Rayner
Yevgen Chebotar
Manway Liu
William Gale
M. McConnell
Ankur Handa
Thomas M. Snyder
Dieter Fox
AI4CEOOD
103
245
0
08 Nov 2018
The Frontiers of Fairness in Machine Learning
The Frontiers of Fairness in Machine Learning
Alexandra Chouldechova
Aaron Roth
FaML
205
416
0
20 Oct 2018
Identifying Bias in AI using Simulation
Identifying Bias in AI using Simulation
Daniel J. McDuff
R. Cheng
Ashish Kapoor
58
22
0
30 Sep 2018
Focus Group on Artificial Intelligence for Health
Focus Group on Artificial Intelligence for Health
M. Salathé
Thomas Wiegand
M. Wenzel
AI4MH
36
31
0
13 Sep 2018
RNNs as psycholinguistic subjects: Syntactic state and grammatical
  dependency
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency
Richard Futrell
Ethan Gotlieb Wilcox
Takashi Morita
R. Levy
89
58
0
05 Sep 2018
Learning Gender-Neutral Word Embeddings
Learning Gender-Neutral Word Embeddings
Jieyu Zhao
Yichao Zhou
Zeyu Li
Wei Wang
Kai-Wei Chang
FaML
135
417
0
29 Aug 2018
Reducing Gender Bias in Abusive Language Detection
Reducing Gender Bias in Abusive Language Detection
Ji Ho Park
Jamin Shin
Pascale Fung
FaML
83
341
0
22 Aug 2018
Adversarial Removal of Demographic Attributes from Text Data
Adversarial Removal of Demographic Attributes from Text Data
Yanai Elazar
Yoav Goldberg
FaML
117
309
0
20 Aug 2018
Gender Bias in Neural Natural Language Processing
Gender Bias in Neural Natural Language Processing
Kaiji Lu
Piotr (Peter) Mardziel
Fangjing Wu
Preetam Amancharla
Anupam Datta
121
362
0
31 Jul 2018
Text Classification based on Multiple Block Convolutional Highways
Text Classification based on Multiple Block Convolutional Highways
S. M. Rezaeinia
A. Ghodsi
R. Rahmani
AI4TS
47
5
0
23 Jul 2018
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
D. Pedreschi
F. Giannotti
Riccardo Guidotti
A. Monreale
Luca Pappalardo
Salvatore Ruggieri
Franco Turini
116
38
0
26 Jun 2018
Contrastive Explanations with Local Foil Trees
Contrastive Explanations with Local Foil Trees
J. V. D. Waa
M. Robeer
J. Diggelen
Matthieu J. S. Brinkhuis
Mark Antonius Neerincx
FAtt
79
82
0
19 Jun 2018
Biased Embeddings from Wild Data: Measuring, Understanding and Removing
Biased Embeddings from Wild Data: Measuring, Understanding and Removing
Adam Sutton
Thomas Lansdall-Welfare
N. Cristianini
63
23
0
16 Jun 2018
Right for the Right Reason: Training Agnostic Networks
Right for the Right Reason: Training Agnostic Networks
Sen Jia
Thomas Lansdall-Welfare
N. Cristianini
FaML
58
26
0
16 Jun 2018
History Playground: A Tool for Discovering Temporal Trends in Massive
  Textual Corpora
History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora
Thomas Lansdall-Welfare
N. Cristianini
42
12
0
04 Jun 2018
Explaining Explanations: An Overview of Interpretability of Machine
  Learning
Explaining Explanations: An Overview of Interpretability of Machine Learning
Leilani H. Gilpin
David Bau
Ben Z. Yuan
Ayesha Bajwa
Michael A. Specter
Lalana Kagal
XAI
126
1,873
0
31 May 2018
Neural language representations predict outcomes of scientific research
Neural language representations predict outcomes of scientific research
James P. Bagrow
Daniel Berenberg
Josh Bongard
20
0
0
17 May 2018
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems
S. Kiritchenko
Saif M. Mohammad
FaML
86
442
0
11 May 2018
Gender Bias in Coreference Resolution
Gender Bias in Coreference Resolution
Rachel Rudinger
Jason Naradowsky
Brian Leonard
Benjamin Van Durme
108
646
0
25 Apr 2018
First Impressions: A Survey on Vision-Based Apparent Personality Trait
  Analysis
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis
Julio C. S. Jacques Junior
Yağmur Güçlütürk
Marco A. Pérez
Umut Gucclu
Umut Güçlü
...
Hugo Jair Escalante
Isabelle M Guyon
Marcel van Gerven
R. Lier
Sergio Escalera
102
72
0
21 Apr 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
Jieyu Zhao
Tianlu Wang
Mark Yatskar
Vicente Ordonez
Kai-Wei Chang
141
946
0
18 Apr 2018
Generating Clues for Gender based Occupation De-biasing in Text
Generating Clues for Gender based Occupation De-biasing in Text
Nishtha Madaan
Gautam Singh
S. Mehta
Aditya Chetan
Brihi Joshi
AI4CE
52
4
0
11 Apr 2018
Universal Sentence Encoder
Universal Sentence Encoder
Daniel Cer
Yinfei Yang
Sheng-yi Kong
Nan Hua
Nicole Limtiaco
...
Steve Yuan
Chris Tar
Yun-hsuan Sung
B. Strope
R. Kurzweil
521
1,908
0
29 Mar 2018
Reinforcement Learning for Fair Dynamic Pricing
Reinforcement Learning for Fair Dynamic Pricing
Roberto Maestre
Juan Ramón Duque
Alberto Rubio
Juan Arévalo
39
33
0
27 Mar 2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings
The Geometry of Culture: Analyzing Meaning through Word Embeddings
Austin C. Kozlowski
Matt Taddy
James A. Evans
60
392
0
25 Mar 2018
Datasheets for Datasets
Datasheets for Datasets
Timnit Gebru
Jamie Morgenstern
Briana Vecchione
Jennifer Wortman Vaughan
Hanna M. Wallach
Hal Daumé
Kate Crawford
312
2,212
0
23 Mar 2018
Explanation Methods in Deep Learning: Users, Values, Concerns and
  Challenges
Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges
Gabrielle Ras
Marcel van Gerven
W. Haselager
XAI
116
220
0
20 Mar 2018
Fair and Diverse DPP-based Data Summarization
Fair and Diverse DPP-based Data Summarization
L. E. Celis
Vijay Keswani
D. Straszak
Amit Deshpande
Tarun Kathuria
Nisheeth K. Vishnoi
93
122
0
12 Feb 2018
Semantic projection: recovering human knowledge of multiple, distinct
  object features from word embeddings
Semantic projection: recovering human knowledge of multiple, distinct object features from word embeddings
Gabriel Grand
I. Blank
Francisco Câmara Pereira
Evelina Fedorenko
54
27
0
05 Feb 2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next
  Frontiers
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers
Fred Hohman
Minsuk Kahng
Robert S. Pienta
Duen Horng Chau
OODHAI
103
541
0
21 Jan 2018
Exploring Stereotypes and Biased Data with the Crowd
Exploring Stereotypes and Biased Data with the Crowd
Zeyuan Hu
Julia Strout
HAI
56
5
0
10 Jan 2018
Always Lurking: Understanding and Mitigating Bias in Online Human
  Trafficking Detection
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection
K. Hundman
Thamme Gowda
Mayank Kejriwal
Benedikt Boecking
56
21
0
03 Dec 2017
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