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Model Cards for Model Reporting
5 October 2018
Margaret Mitchell
Simone Wu
Andrew Zaldivar
Parker Barnes
Lucy Vasserman
Ben Hutchinson
Elena Spitzer
Inioluwa Deborah Raji
Timnit Gebru
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Papers citing
"Model Cards for Model Reporting"
50 / 417 papers shown
Title
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research
Markus Langer
Daniel Oster
Timo Speith
Holger Hermanns
Lena Kästner
Eva Schmidt
Andreas Sesing
Kevin Baum
XAI
125
432
0
15 Feb 2021
Confounding Tradeoffs for Neural Network Quantization
Sahaj Garg
Anirudh Jain
Joe Lou
Mitchell Nahmias
MQ
76
19
0
12 Feb 2021
A Decentralized Approach towards Responsible AI in Social Ecosystems
Wenjing Chu
92
9
0
12 Feb 2021
Multisource AI Scorecard Table for System Evaluation
Erik P. Blasch
James Sung
Tao Nguyen
36
33
0
08 Feb 2021
AI Development for the Public Interest: From Abstraction Traps to Sociotechnical Risks
Mckane Andrus
Sarah Dean
T. Gilbert
Nathan Lambert
Tom Zick
46
8
0
04 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
Sebastian Gehrmann
Tosin Adewumi
Karmanya Aggarwal
Pawan Sasanka Ammanamanchi
Aremu Anuoluwapo
...
Nishant Subramani
Wei Xu
Diyi Yang
Akhila Yerukola
Jiawei Zhou
VLM
319
285
0
02 Feb 2021
About Face: A Survey of Facial Recognition Evaluation
Inioluwa Deborah Raji
G. Fried
CVBM
89
54
0
01 Feb 2021
Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models
Soya Park
A. Wang
B. Kawas
Q. V. Liao
David Piorkowski
Marina Danilevsky
127
55
0
29 Jan 2021
Disembodied Machine Learning: On the Illusion of Objectivity in NLP
Zeerak Talat
Smarika Lulz
Joachim Bingel
Isabelle Augenstein
167
51
0
28 Jan 2021
Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems
Jennifer Cobbe
M. S. Lee
Jatinder Singh
61
76
0
26 Jan 2021
Re-imagining Algorithmic Fairness in India and Beyond
Nithya Sambasivan
Erin Arnesen
Ben Hutchinson
Tulsee Doshi
Vinodkumar Prabhakaran
FaML
109
186
0
25 Jan 2021
Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs
Harini Suresh
Steven R. Gomez
K. Nam
Arvind Satyanarayan
96
134
0
24 Jan 2021
The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers
Daniel Buschek
Martin Zurn
Malin Eiband
173
106
0
22 Jan 2021
Deep Cox Mixtures for Survival Regression
Chirag Nagpal
Steve Yadlowsky
Negar Rostamzadeh
Katherine A. Heller
CML
168
62
0
16 Jan 2021
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study
David Piorkowski
Soya Park
A. Wang
Dakuo Wang
Michael J. Muller
Felix Portnoy
89
134
0
13 Jan 2021
Robustness Gym: Unifying the NLP Evaluation Landscape
Karan Goel
Nazneen Rajani
Jesse Vig
Samson Tan
Jason M. Wu
Stephan Zheng
Caiming Xiong
Joey Tianyi Zhou
Christopher Ré
AAML
OffRL
OOD
196
140
0
13 Jan 2021
How Much Automation Does a Data Scientist Want?
Dakuo Wang
Q. V. Liao
Yunfeng Zhang
Udayan Khurana
Horst Samulowitz
Soya Park
Michael J. Muller
Lisa Amini
AI4CE
73
56
0
07 Jan 2021
Modeling Disclosive Transparency in NLP Application Descriptions
Michael Stephen Saxon
Sharon Levy
Xinyi Wang
Alon Albalak
Wenjie Wang
60
7
0
02 Jan 2021
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges
Lu Cheng
Kush R. Varshney
Huan Liu
FaML
157
153
0
01 Jan 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis
Christopher Potts
Zhengxuan Wu
Atticus Geiger
Douwe Kiela
296
80
0
30 Dec 2020
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective
S. Kiritchenko
I. Nejadgholi
Kathleen C. Fraser
AILaw
113
88
0
22 Dec 2020
Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models
Brittany Johnson
Jesse Bartola
Rico Angell
Katherine Keith
Sam Witty
S. Giguere
Yuriy Brun
FaML
145
18
0
17 Dec 2020
Data and its (dis)contents: A survey of dataset development and use in machine learning research
Amandalynne Paullada
Inioluwa Deborah Raji
Emily M. Bender
Emily L. Denton
A. Hanna
131
530
0
09 Dec 2020
A Note on Data Biases in Generative Models
Patrick Esser
Robin Rombach
Bjorn Ommer
52
19
0
04 Dec 2020
Non-portability of Algorithmic Fairness in India
Nithya Sambasivan
Erin Arnesen
B. Hutchinson
Vinodkumar Prabhakaran
FaML
113
18
0
03 Dec 2020
Challenges in Deploying Machine Learning: a Survey of Case Studies
Andrei Paleyes
Raoul-Gabriel Urma
Neil D. Lawrence
71
409
0
18 Nov 2020
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
Umang Bhatt
Javier Antorán
Yunfeng Zhang
Q. V. Liao
P. Sattigeri
...
L. Nachman
R. Chunara
Madhulika Srikumar
Adrian Weller
Alice Xiang
129
252
0
15 Nov 2020
DeepMind Lab2D
C. Beattie
Thomas Koppe
Edgar A. Duénez-Guzmán
Joel Z. Leibo
VLM
86
18
0
13 Nov 2020
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification
Robert Adragna
Elliot Creager
David Madras
R. Zemel
OOD
FaML
80
43
0
12 Nov 2020
(Un)fairness in Post-operative Complication Prediction Models
Sandhya Tripathi
Bradley A. Fritz
M. Abdelhack
M. Avidan
Yixin Chen
C. King
31
4
0
03 Nov 2020
Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases
Ryan Steed
Aylin Caliskan
SSL
102
162
0
28 Oct 2020
Towards Ethics by Design in Online Abusive Content Detection
S. Kiritchenko
I. Nejadgholi
73
13
0
28 Oct 2020
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation
Hong Shen
Wesley Hanwen Deng
Aditi Chattopadhyay
Zhiwei Steven Wu
Xu Wang
Haiyi Zhu
94
64
0
22 Oct 2020
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
Alon Jacovi
Ana Marasović
Tim Miller
Yoav Goldberg
326
449
0
15 Oct 2020
Large-Scale Methods for Distributionally Robust Optimization
Daniel Levy
Y. Carmon
John C. Duchi
Aaron Sidford
87
217
0
12 Oct 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards
Kawin Ethayarajh
Dan Jurafsky
ELM
90
52
0
29 Sep 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models
Samuel Gehman
Suchin Gururangan
Maarten Sap
Yejin Choi
Noah A. Smith
202
1,222
0
24 Sep 2020
Ethical Machine Learning in Health Care
Irene Y. Chen
Emma Pierson
Sherri Rose
Shalmali Joshi
Kadija Ferryman
Marzyeh Ghassemi
AILaw
115
393
0
22 Sep 2020
Prune Responsibly
Michela Paganini
VLM
73
21
0
10 Sep 2020
LiFT: A Scalable Framework for Measuring Fairness in ML Applications
Sriram Vasudevan
K. Kenthapadi
FaML
61
57
0
14 Aug 2020
An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction
Stephen Pfohl
Agata Foryciarz
N. Shah
FaML
116
113
0
20 Jul 2020
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit
Emma Rocheteau
Pietro Lio
Stephanie L. Hyland
OOD
51
60
0
18 Jul 2020
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context
Ehsan Toreini
Mhairi Aitken
Kovila P. L. Coopamootoo
Karen Elliott
Vladimiro González-Zelaya
P. Missier
Magdalene Ng
Aad van Moorsel
72
18
0
17 Jul 2020
Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI
M. K. Ahuja
M. Belaid
Pierre Bernabé
Mathieu Collet
A. Gotlieb
Chhagan Lal
D. Marijan
S. Sen
Aizaz Sharif
Helge Spieker
54
10
0
14 Jul 2020
Towards an Interface Description Template for AI-enabled Systems
Niloofar Shadab
A. Salado
25
2
0
13 Jul 2020
Algorithmic Fairness in Education
René F. Kizilcec
Hansol Lee
FaML
103
126
0
10 Jul 2020
Machine Learning Explainability for External Stakeholders
Umang Bhatt
Mckane Andrus
Adrian Weller
Alice Xiang
FaML
SILM
63
58
0
10 Jul 2020
Next Waves in Veridical Network Embedding
Owen G. Ward
Zhen Huang
Andrew Davison
Tian Zheng
GNN
122
5
0
10 Jul 2020
Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment
Abhishek Gupta
Erick Galinkin
27
3
0
09 Jul 2020
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence
Shakir Mohamed
Marie-Therese Png
William S. Isaac
108
414
0
08 Jul 2020
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