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1803.09010
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Datasheets for Datasets
23 March 2018
Timnit Gebru
Jamie Morgenstern
Briana Vecchione
Jennifer Wortman Vaughan
Hanna M. Wallach
Hal Daumé
Kate Crawford
Re-assign community
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Papers citing
"Datasheets for Datasets"
50 / 1,069 papers shown
Developing Modular Autonomous Capabilities for sUAS Operations
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Artificial intelligence in government: Concepts, standards, and a unified framework
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DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
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Evan Montoya
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525
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Trustworthy Human Computation: A Survey
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TCAB: A Large-Scale Text Classification Attack Benchmark
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305
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21 Oct 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification
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291
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Breaking Bad: A Dataset for Geometric Fracture and Reassembly
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Silvia Sellán
Yun-Chun Chen
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Alec Jacobson
262
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VTC: Improving Video-Text Retrieval with User Comments
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231
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Revision Transformers: Instructing Language Models to Change their Values
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Felix Friedrich
Wolfgang Stammer
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261
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A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities
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Andrea Tocchetti
Lorenzo Corti
Agathe Balayn
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Jie Yang
325
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BLOX: Macro Neural Architecture Search Benchmark and Algorithms
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Thomas C. P. Chau
Łukasz Dudziak
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Mohamed S. Abdelfattah
182
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337
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174
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Hadar Averbuch-Elor
224
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220
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Ricardo Usbeck
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212
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The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning
Angelie Kraft
Ricardo Usbeck
121
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NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
Neural Information Processing Systems (NeurIPS), 2022
Arjun Krishnakumar
Colin White
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295
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06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
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Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
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131
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Representing Marginalized Populations: Challenges in Anthropographics
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H. He
Jarin Thundathil
222
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From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML
International Conference on Human Factors in Computing Systems (CHI), 2022
Shalaleh Rismani
Renee Shelby
A. Smart
Edgar W. Jatho
Joshua A. Kroll
AJung Moon
Negar Rostamzadeh
243
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Addressing contingency in algorithmic (mis)information classification: Toward a responsible machine learning agenda
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Richard Owen
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Ryan McConville
215
10
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Text Characterization Toolkit
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Tianlu Wang
Verna Dankers
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167
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Neural Information Processing Systems (NeurIPS), 2022
Mosam Dabhi
Chaoyang Wang
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Simon Lucey
170
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Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
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Leandro von Werra
Lewis Tunstall
A. Thakur
A. Luccioni
Tristan Thrush
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Julien Chaumond
Margaret Mitchell
Alexander M. Rush
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Douwe Kiela
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261
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135
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Reflections and Considerations on Running Creative Visualization Learning Activities
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Benjamin Bach
Magdalena Boucher
Fanny Chevalier
A. Diehl
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Rebecca Noonan
L. Pelchmann
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125
13
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D. Nafus
283
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FACT: Learning Governing Abstractions Behind Integer Sequences
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Peter Belcak
Ard Kastrati
Flavio Schenker
Roger Wattenhofer
323
6
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Documenting use cases in the affective computing domain using Unified Modeling Language
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Isabelle Hupont
Emilia Gómez
124
4
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19 Sep 2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
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Lingjiao Chen
Zhihua Jin
Sabri Eyuboglu
Christopher Ré
Matei A. Zaharia
James Zou
209
9
0
18 Sep 2022
FairGBM: Gradient Boosting with Fairness Constraints
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André F. Cruz
Catarina Belém
Sérgio Jesus
Joao Bravo
Pedro Saleiro
P. Bizarro
332
28
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PaLI: A Jointly-Scaled Multilingual Language-Image Model
International Conference on Learning Representations (ICLR), 2022
Xi Chen
Tianlin Li
Soravit Changpinyo
A. Piergiovanni
Piotr Padlewski
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A. Angelova
Xiaohua Zhai
N. Houlsby
Radu Soricut
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716
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Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering
ACM Computing Surveys (ACM CSUR), 2022
Qinghua Lu
Liming Zhu
Xiwei Xu
Jon Whittle
Didar Zowghi
Aurelie Jacquet
AI4TS
374
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Evaluating Temporal Patterns in Applied Infant Affect Recognition
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Allen Chang
Lauren Klein
Marcelo R. Rosales
Weiyang Deng
Beth A. Smith
Maja J. Matarić
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Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent
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Jorg Schlotterer
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170
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MIME: Minority Inclusion for Majority Group Enhancement of AI Performance
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Pradyumna Chari
Yunhao Ba
Shreeram S. Athreya
A. Kadambi
167
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Efficient Methods for Natural Language Processing: A Survey
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Tianchu Ji
Betty van Aken
Qingqing Cao
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Leon Derczynski
Iryna Gurevych
Roy Schwartz
370
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128
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Yuntao Bai
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Sam McCandlish
C. Olah
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Zhihua Jin
Xingbo Wang
Furui Cheng
Chunhui Sun
Qun Liu
Huamin Qu
199
11
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Ex-Ante Assessment of Discrimination in Dataset
Jonathan Vasquez Verdugo
Xavier Gitiaux
Huzefa Rangwala
162
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Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness
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Zhe Zhang
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FaML
354
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Enes ALTUNCU
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Yi-Chia Wang
Shujun Li
DeLMO
200
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M. Sendak
Gaurav Sirdeshmukh
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Hayley Premo
Linda Tang
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M. Nichols
Bradley Heintze
William S Knechtle
W. Ratliff
S. Balu
199
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Charles Edison Tripp
J. Perr-Sauer
L. Hayne
M. Lunacek
Jamil Gafur
AI4CE
289
1
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25 Jul 2022
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