Datasheets for Datasets

23 March 2018

Timnit Gebru

Jamie Morgenstern

Briana Vecchione

Jennifer Wortman Vaughan

Papers citing "Datasheets for Datasets"

50 / 966 papers shown

Title
Complexity as Design Material Florian Windhager Alfie Abduhl-Rahman Mark-Jan Bludau Nicole Hengesbach Houda Lamqaddam Isabel Meirelles Bettina Speckmann Michael Correll 18 1 0 27 Aug 2024
Relationships are Complicated! An Analysis of Relationships Between Datasets on the Web Kate Lin Tarfah Alrashed Natasha Noy 19 0 0 26 Aug 2024
Do Responsible AI Artifacts Advance Stakeholder Goals? Four Key Barriers Perceived by Legal and Civil Stakeholders Anna Kawakami Daricia Wilkinson Alexandra Chouldechova 24 3 0 22 Aug 2024
The Problems with Proxies: Making Data Work Visible through Requester Practices Annabel Rothschild Ding Wang Niveditha Jayakumar Vilvanathan Lauren Wilcox Carl Disalvo Betsy Disalvo 22 1 0 21 Aug 2024
Combining Objective and Subjective Perspectives for Political News Understanding Evan Dufraisse Adrian Popescu Julien Tourille Armelle Brun Olivier Hamon 24 0 0 20 Aug 2024
Statistical Challenges with Dataset Construction: Why You Will Never Have Enough Images Josh Goldman John K. Tsotsos 25 1 0 20 Aug 2024
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 20 0 0 16 Aug 2024
Blockchain-Enabled Accountability in Data Supply Chain: A Data Bill of Materials Approach Yue Liu Dawen Zhang Boming Xia Julia Anticev Tunde Adebayo Zhenchang Xing Moses Machao 15 0 0 16 Aug 2024
The Future of Open Human Feedback Shachar Don-Yehiya Ben Burtenshaw Ramon Fernandez Astudillo Cailean Osborne Mimansa Jaiswal ... Omri Abend Jennifer Ding Sara Hooker Hannah Rose Kirk Leshem Choshen VLM ALM 62 4 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 Andrea Hrckova Jennifer Renoux Rafael Tolosana Calasanz Daniela Chuda Martin Tamajka Jakub Simko 11 0 0 13 Aug 2024
AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising Peinan Zhang Yusuke Sakai Masato Mita Hiroki Ouchi Taro Watanabe 52 0 0 12 Aug 2024
Misrepresented Technological Solutions in Imagined Futures: The Origins and Dangers of AI Hype in the Research Community Savannah Thais 36 2 0 08 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 74 23 0 06 Aug 2024
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 19 1 0 02 Aug 2024
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models Yunwen Xia Hui Fang Emmanouil Benetos Jie Zhang Chong Long Dmitry Bogdanov AuLLM 46 14 0 02 Aug 2024
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 32 4 0 02 Aug 2024
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans M. Herde Denis Huseljic Lukas Rauch Bernhard Sick 29 1 0 30 Jul 2024
AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias Sribala Vidyadhari Chinta Zichong Wang Xingyu Zhang Thang Doan Viet A. Kashif Monique Antoinette Smith Jun Liu W. Zhang 34 1 0 29 Jul 2024
Co-designing an AI Impact Assessment Report Template with AI Practitioners and AI Compliance Experts Edyta Bogucka Marios Constantinides S. Šćepanović Daniele Quercia 29 4 0 24 Jul 2024
The Impact of Responsible AI Research on Innovation and Development Ali Akbar Septiandri Marios Constantinides Daniele Quercia 38 1 0 22 Jul 2024
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 28 1 0 21 Jul 2024
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 63 35 0 20 Jul 2024
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 33 0 0 19 Jul 2024
Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities Prasenjit Karmakar Swadhin Pradhan Sandip Chakraborty 16 1 0 19 Jul 2024
Data Guards: Challenges and Solutions for Fostering Trust in Data N. Sultanum Dennis Bromley Michael Correll 19 1 0 19 Jul 2024
ExploreGen: Large Language Models for Envisioning the Uses and Risks of AI Technologies Viviane Herdel S. Šćepanović Edyta Bogucka Daniele Quercia 18 7 0 17 Jul 2024
Operationalizing the Blueprint for an AI Bill of Rights: Recommendations for Practitioners, Researchers, and Policy Makers Alex Oesterling Usha Bhalla Suresh Venkatasubramanian Himabindu Lakkaraju 36 1 0 11 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 64 14 0 11 Jul 2024
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models Yibo Miao Yifan Zhu Yinpeng Dong Lijia Yu Jun Zhu Xiao-Shan Gao EGVM 31 12 0 08 Jul 2024
Auditing of AI: Legal, Ethical and Technical Approaches Jakob Mokander 35 37 0 07 Jul 2024
The Switch, the Ladder, and the Matrix: Models for Classifying AI Systems Jakob Mokander Margi Sheth David S. Watson Luciano Floridi 30 6 0 07 Jul 2024
Challenges and Best Practices in Corporate AI Governance:Lessons from the Biopharmaceutical Industry Jakob Mokander Margi Sheth Mimmi Gersbro-Sundler P. Blomgren Luciano Floridi 18 13 0 07 Jul 2024
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 29 42 0 07 Jul 2024
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 EGVM VGen 43 3 0 03 Jul 2024
A Formal Model for Artificial Intelligence Applications in Automation Systems Marvin Schieseck Philip Topalis L. Reinpold Felix Gehlhoff Alexander Fay 18 1 0 03 Jul 2024
Aligning Human Motion Generation with Human Perceptions Haoru Wang Wentao Zhu Luyi Miao Yishu Xu Feng Gao Qi Tian Yizhou Wang EGVM 48 1 0 02 Jul 2024
Leveraging Ontologies to Document Bias in Data Mayra Russo Maria-Esther Vidal 33 1 0 29 Jun 2024
CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement Chengwen Zhang Yun-Hai Liu Ruofan Xing Bingda Tang Li Yi 38 10 0 27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries Irina Saparina Mirella Lapata 39 10 0 27 Jun 2024
LiveBench: A Challenging, Contamination-Limited LLM Benchmark Colin White Samuel Dooley Manley Roberts Arka Pal Ben Feuer ... W. Neiswanger Micah Goldblum Tom Goldstein Willie Neiswanger Micah Goldblum ELM 37 6 0 27 Jun 2024
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 18 8 0 26 Jun 2024
Documentation Practices of Artificial Intelligence Stefan Arnold Dilara Yesilbas Rene Gröbner Dominik Riedelbauch Maik Horn Sven Weinzierl AI4TS 16 0 0 26 Jun 2024
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations Vasisht Duddu Oskari Jarvinen Lachlan J. Gunn Nirmal Asokan 64 1 0 25 Jun 2024
Fair Clustering: Critique, Caveats, and Future Directions John Dickerson Seyed-Alireza Esmaeili Jamie Morgenstern Claire Jie Zhang FaML 37 1 0 22 Jun 2024
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 65 128 0 22 Jun 2024
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 36 4 0 20 Jun 2024
Let Guidelines Guide You: A Prescriptive Guideline-Centered Data Annotation Methodology Federico Ruggeri Eleonora Misino Arianna Muti Katerina Korre Paolo Torroni Alberto Barrón-Cedeño 30 0 0 20 Jun 2024
CodeRAG-Bench: Can Retrieval Augment Code Generation? Zora Zhiruo Wang Akari Asai Xinyan Velocity Yu Frank F. Xu Yiqing Xie Graham Neubig Daniel Fried RALM 67 30 0 20 Jun 2024
Evaluating representation learning on the protein structure universe Arian R. Jamasb Alex Morehead Chaitanya K. Joshi Zuobai Zhang Kieran Didi ... Charles Harris Jian Tang Jianlin Cheng Pietro Lio Tom L. Blundell SSL 36 12 0 19 Jun 2024