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Datasheets for Datasets
v1v2v3v4v5v6v7v8 (latest)

Datasheets for Datasets

23 March 2018
Timnit Gebru
Jamie Morgenstern
Briana Vecchione
Jennifer Wortman Vaughan
Hanna M. Wallach
Hal Daumé
Kate Crawford
ArXiv (abs)PDFHTML

Papers citing "Datasheets for Datasets"

50 / 1,069 papers shown
Do Responsible AI Artifacts Advance Stakeholder Goals? Four Key Barriers
  Perceived by Legal and Civil Stakeholders
Do Responsible AI Artifacts Advance Stakeholder Goals? Four Key Barriers Perceived by Legal and Civil StakeholdersAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024
Anna Kawakami
Daricia Wilkinson
Alexandra Chouldechova
201
6
0
22 Aug 2024
The Problems with Proxies: Making Data Work Visible through Requester
  Practices
The Problems with Proxies: Making Data Work Visible through Requester PracticesAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024
Annabel Rothschild
Ding Wang
Niveditha Jayakumar Vilvanathan
Lauren Wilcox
Carl Disalvo
Betsy Disalvo
192
3
0
21 Aug 2024
Combining Objective and Subjective Perspectives for Political News
  Understanding
Combining Objective and Subjective Perspectives for Political News Understanding
Evan Dufraisse
Adrian Popescu
Julien Tourille
Armelle Brun
Olivier Hamon
221
1
0
20 Aug 2024
Statistical Challenges with Dataset Construction: Why You Will Never
  Have Enough Images
Statistical Challenges with Dataset Construction: Why You Will Never Have Enough Images
Josh Goldman
John K. Tsotsos
168
2
0
20 Aug 2024
S-RAF: A Simulation-Based Robustness Assessment Framework for
  Responsible Autonomous Driving
S-RAF: A Simulation-Based Robustness Assessment Framework for Responsible Autonomous Driving
Daniel Omeiza
Pratik Somaiya
Jo-Ann Pattinson
Carolyn Ten-Holter
Jack Stilgoe
Marina Jirotka
Lars Kunze
178
1
0
16 Aug 2024
Blockchain-Enabled Accountability in Data Supply Chain: A Data Bill of
  Materials Approach
Blockchain-Enabled Accountability in Data Supply Chain: A Data Bill of Materials ApproachInternational Congress on Blockchain and Applications (BA), 2024
Yue Liu
Dawen Zhang
Boming Xia
Julia Anticev
Tunde Adebayo
Zhenchang Xing
Moses Machao
87
4
0
16 Aug 2024
The Future of Open Human Feedback
The Future of Open Human FeedbackNature Machine Intelligence (Nat. Mach. Intell.), 2024
Shachar Don-Yehiya
Ben Burtenshaw
Ramon Fernandez Astudillo
Cailean Osborne
Mimansa Jaiswal
...
Omri Abend
Jennifer Ding
Sara Hooker
Hannah Rose Kirk
Leshem Choshen
VLMALM
272
9
0
15 Aug 2024
AI Research is not Magic, it has to be Reproducible and Responsible:
  Challenges in the AI field from the Perspective of its PhD Students
AI Research is not Magic, it has to be Reproducible and Responsible: Challenges in the AI field from the Perspective of its PhD Students
Andrea Hrckova
Jennifer Renoux
Rafael Tolosana Calasanz
Daniela Chuda
Martin Tamajka
Jakub Simko
117
0
0
13 Aug 2024
AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising
AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine AdvertisingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Peinan Zhang
Yusuke Sakai
Masato Mita
Hiroki Ouchi
Taro Watanabe
245
2
0
12 Aug 2024
Misrepresented Technological Solutions in Imagined Futures: The Origins
  and Dangers of AI Hype in the Research Community
Misrepresented Technological Solutions in Imagined Futures: The Origins and Dangers of AI Hype in the Research CommunityAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024
Savannah Thais
146
6
0
08 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for MedicineInternational Conference on Learning Representations (ICLR), 2024
Yunfei Xie
Ce Zhou
Lang Gao
Juncheng Wu
Xianhang Li
...
Sheng Liu
Lei Xing
James Zou
Cihang Xie
Yuyin Zhou
MedImLM&MA
589
66
0
06 Aug 2024
Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment
Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment
Sung Une Lee
Harsha Perera
Yue Liu
Boming Xia
Qinghua Lu
Liming Zhu
Olivier Salvado
Jon Whittle
381
2
0
02 Aug 2024
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language
  Models
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language ModelsInternational Society for Music Information Retrieval Conference (ISMIR), 2024
Yunwen Xia
Hui Fang
Emmanouil Benetos
Jie Zhang
Chong Long
Dmitry Bogdanov
AuLLM
231
46
0
02 Aug 2024
Supporting Industry Computing Researchers in Assessing, Articulating,
  and Addressing the Potential Negative Societal Impact of Their Work
Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work
Wesley Hanwen Deng
Solon Barocas
Jennifer Wortman Vaughan
314
13
0
02 Aug 2024
Integrating ESG and AI: A Comprehensive Responsible AI Assessment
  Framework
Integrating ESG and AI: A Comprehensive Responsible AI Assessment FrameworkAI and Ethics (AI & Ethics), 2024
Fei Yang
Harsha Perera
Yue Liu
Boming Xia
Qinghua Lu
Liming Zhu
Jessica Cairns
Moana Nottage
236
18
0
02 Aug 2024
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from
  Multiple Humans
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
M. Herde
Denis Huseljic
Lukas Rauch
Bernhard Sick
298
3
0
30 Jul 2024
AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias
AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias
Sribala Vidyadhari Chinta
Sribala Vidyadhari Chinta
Xingyu Zhang
Thang Doan Viet
A. Kashif
Monique Antoinette Smith
Jun Liu
Feiyu Xiong
208
10
0
29 Jul 2024
Co-designing an AI Impact Assessment Report Template with AI
  Practitioners and AI Compliance Experts
Co-designing an AI Impact Assessment Report Template with AI Practitioners and AI Compliance Experts
Edyta Bogucka
Marios Constantinides
S. Šćepanović
Daniele Quercia
263
14
0
24 Jul 2024
The Impact of Responsible AI Research on Innovation and Development
The Impact of Responsible AI Research on Innovation and Development
Ali Akbar Septiandri
Marios Constantinides
Daniele Quercia
271
2
0
22 Jul 2024
A Benchmark Dataset for Multimodal Prediction of Enzymatic Function
  Coupling DNA Sequences and Natural Language
A Benchmark Dataset for Multimodal Prediction of Enzymatic Function Coupling DNA Sequences and Natural Language
Yuchen Zhang
Ratish Kumar Chandrakant Jha
Soumya Bharadwaj
Vatsal Sanjaykumar Thakkar
Adrienne Hoarfrost
Jin Sun
141
2
0
21 Jul 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons
Consent in Crisis: The Rapid Decline of the AI Data Commons
Shayne Longpre
Robert Mahari
Ariel N. Lee
Campbell Lund
Hamidah Oderinwale
...
Hanlin Li
Daphne Ippolito
Sara Hooker
Jad Kabbara
Sandy Pentland
341
65
0
20 Jul 2024
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox Environments
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox Environments
Shivansh Sharma
Mathew Huang
Sanat Nair
Alan Wen
Christina Petlowany
Juston Moore
Selma Wanna
Mitch Pryor
350
2
0
19 Jul 2024
Indoor Air Quality Dataset with Activities of Daily Living in Low to
  Middle-income Communities
Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities
Prasenjit Karmakar
Swadhin Pradhan
Sandip Chakraborty
176
3
0
19 Jul 2024
Data Guards: Challenges and Solutions for Fostering Trust in Data
Data Guards: Challenges and Solutions for Fostering Trust in Data
N. Sultanum
Dennis Bromley
Michael Correll
212
2
0
19 Jul 2024
ExploreGen: Large Language Models for Envisioning the Uses and Risks of
  AI Technologies
ExploreGen: Large Language Models for Envisioning the Uses and Risks of AI Technologies
Viviane Herdel
S. Šćepanović
Edyta Bogucka
Daniele Quercia
258
17
0
17 Jul 2024
Operationalizing the Blueprint for an AI Bill of Rights: Recommendations
  for Practitioners, Researchers, and Policy Makers
Operationalizing the Blueprint for an AI Bill of Rights: Recommendations for Practitioners, Researchers, and Policy Makers
Alex Oesterling
Usha Bhalla
Suresh Venkatasubramanian
Himabindu Lakkaraju
163
5
0
11 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It
Position: Measure Dataset Diversity, Don't Just Claim It
Dora Zhao
Jerone T. A. Andrews
Orestis Papakyriakopoulos
Alice Xiang
275
31
0
11 Jul 2024
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
Yibo Miao
Yifan Zhu
Yinpeng Dong
Lijia Yu
Jun Zhu
Xiao-Shan Gao
EGVM
291
37
0
08 Jul 2024
Auditing of AI: Legal, Ethical and Technical Approaches
Auditing of AI: Legal, Ethical and Technical Approaches
Jakob Mokander
249
72
0
07 Jul 2024
The Switch, the Ladder, and the Matrix: Models for Classifying AI
  Systems
The Switch, the Ladder, and the Matrix: Models for Classifying AI Systems
Jakob Mokander
Margi Sheth
David S. Watson
Luciano Floridi
159
11
0
07 Jul 2024
Challenges and Best Practices in Corporate AI Governance:Lessons from
  the Biopharmaceutical Industry
Challenges and Best Practices in Corporate AI Governance:Lessons from the Biopharmaceutical Industry
Jakob Mokander
Margi Sheth
Mimmi Gersbro-Sundler
P. Blomgren
Luciano Floridi
223
19
0
07 Jul 2024
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
Haozhe Zhao
Xiaojian Ma
Liang Chen
Shuzheng Si
Rujie Wu
Kaikai An
Peiyu Yu
Minjia Zhang
Qing Li
Baobao Chang
388
165
0
07 Jul 2024
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing
Anushrut Jignasu
Kelly O. Marshall
Ankush Kumar Mishra
Lucas Nerone Rillo
Baskar Ganapathysubramanian
Aditya Balu
Chinmay Hegde
Adarsh Krishnamurthy
257
2
0
04 Jul 2024
Learning Action and Reasoning-Centric Image Editing from Videos and
  Simulations
Learning Action and Reasoning-Centric Image Editing from Videos and Simulations
Benno Krojer
Dheeraj Vattikonda
Luis Lara
Varun Jampani
Eva Portelance
Christopher Pal
Siva Reddy
EGVMVGen
346
17
0
03 Jul 2024
A Formal Model for Artificial Intelligence Applications in Automation
  Systems
A Formal Model for Artificial Intelligence Applications in Automation Systems
Marvin Schieseck
Philip Topalis
L. Reinpold
Felix Gehlhoff
Alexander Fay
131
1
0
03 Jul 2024
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization
Md Nayem Uddin
Amir Saeidi
Divij Handa
Agastya Seth
Tran Cao Son
Eduardo Blanco
Steven Corman
Chitta Baral
466
14
0
03 Jul 2024
Aligning Human Motion Generation with Human Perceptions
Aligning Human Motion Generation with Human Perceptions
Haoru Wang
Wentao Zhu
Luyi Miao
Yishu Xu
Feng Gao
Qi Tian
Yizhou Wang
EGVM
274
10
0
02 Jul 2024
Leveraging Ontologies to Document Bias in Data
Leveraging Ontologies to Document Bias in Data
Mayra Russo
Maria-Esther Vidal
216
1
0
29 Jun 2024
CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative
  Object REarrangement
CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement
Chengwen Zhang
Yun-Hai Liu
Ruofan Xing
Bingda Tang
Li Yi
198
25
0
27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey
Fairness and Bias in Multimodal AI: A Survey
Tosin Adewumi
Lama Alkhaled
Namrata Gurung
G. V. Boven
Irene Pagliai
329
23
0
27 Jun 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database
  Queries
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
Irina Saparina
Mirella Lapata
211
30
0
27 Jun 2024
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
Colin White
Samuel Dooley
Manley Roberts
Arka Pal
Ben Feuer
...
Willie Neiswanger
Micah Goldblum
Tom Goldstein
Willie Neiswanger
Micah Goldblum
ELM
372
59
0
27 Jun 2024
AI Cards: Towards an Applied Framework for Machine-Readable AI and Risk
  Documentation Inspired by the EU AI Act
AI Cards: Towards an Applied Framework for Machine-Readable AI and Risk Documentation Inspired by the EU AI Act
Delaram Golpayegani
Isabelle Hupont
Cecilia Panigutti
Harshvardhan Pandit
Sven Schade
Declan O'Sullivan
Dave Lewis
161
23
0
26 Jun 2024
Documentation Practices of Artificial Intelligence
Documentation Practices of Artificial Intelligence
Stefan Arnold
Dilara Yesilbas
Rene Gröbner
Dominik Riedelbauch
Maik Horn
Sven Weinzierl
AI4TS
156
0
0
26 Jun 2024
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations
Vasisht Duddu
Oskari Jarvinen
Lachlan J. Gunn
Nirmal Asokan
481
4
0
25 Jun 2024
Fair Clustering: Critique, Caveats, and Future Directions
Fair Clustering: Critique, Caveats, and Future Directions
John Dickerson
Seyed-Alireza Esmaeili
Jamie Morgenstern
Claire Jie Zhang
FaML
196
3
0
22 Jun 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Terry Yue Zhuo
Minh Chien Vu
Jenny Chim
Han Hu
Wenhao Yu
...
David Lo
Daniel Fried
Xiaoning Du
H. D. Vries
Leandro von Werra
603
371
0
22 Jun 2024
FVEL: Interactive Formal Verification Environment with Large Language
  Models via Theorem Proving
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving
Xiaohan Lin
Qingxing Cao
Yinya Huang
Haiming Wang
Jianqiao Lu
Zhengying Liu
Linqi Song
Xiaodan Liang
LRM
160
19
0
20 Jun 2024
WEATHER-5K: A Large-scale Global Station Weather Dataset Towards
  Comprehensive Time-series Forecasting Benchmark
WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark
Tao Han
Song Guo
Zhenghao Chen
Wanghan Xu
Mengwei He
AI4TS
142
2
0
20 Jun 2024
Let Guidelines Guide You: A Prescriptive Guideline-Centered Data
  Annotation Methodology
Let Guidelines Guide You: A Prescriptive Guideline-Centered Data Annotation Methodology
Federico Ruggeri
Eleonora Misino
Arianna Muti
Katerina Korre
Paolo Torroni
Alberto Barrón-Cedeño
326
3
0
20 Jun 2024
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