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
The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions Anna P. Meyer Aws Albarghouthi Loris Dántoni 22 13 0 20 Apr 2023
OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping Huijie Wang Tianyu Li Yang Li Li Chen Chonghao Sima ... Hang Xu Ping Luo Junchi Yan Wei Zhang Hongyang Li 35 54 0 20 Apr 2023
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text Wanrong Zhu Jack Hessel Anas Awadalla S. Gadre Jesse Dodge Alex Fang Youngjae Yu Ludwig Schmidt William Yang Wang Yejin Choi VLM 18 165 0 14 Apr 2023
Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research Casandra Rusti Anna Leschanowsky Carolyn Quinlan Michaela Pnacekova Lauriane Gorce W. Hutiri 11 2 0 07 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 24 247 0 07 Apr 2023
Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data B. V. Breugel M. Schaar 19 26 0 07 Apr 2023
Machine Learning with Requirements: a Manifesto Eleonora Giunchiglia F. Imrie M. Schaar Thomas Lukasiewicz AI4TS OffRL VLM 32 5 0 07 Apr 2023
Replicability and Transparency for the Creation of Public Human User Video Game Datasets Emma J. Pretty R. Guarese Haytham M. Fayek Fabio Zambetta 13 2 0 06 Apr 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 22 6,806 0 05 Apr 2023
Socio-economic landscape of digital transformation & public NLP systems: A critical review Satyam Mohla Anupam Guha 35 1 0 04 Apr 2023
Learning from data with structured missingness R. Mitra Sarah F. McGough Tapabrata (Rohan) Chakraborty Chris Holmes Ryan Copping ... M. Mackintosh E. Andrinopoulou A. Basiri Chris Harbron Ben D. MacArthur CML 24 45 0 04 Apr 2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents Xing Han Lù Siva Reddy H. D. Vries LMTD 23 7 0 03 Apr 2023
Assessing Language Model Deployment with Risk Cards Leon Derczynski Hannah Rose Kirk Vidhisha Balachandran Sachin Kumar Yulia Tsvetkov M. Leiser Saif Mohammad 25 42 0 31 Mar 2023
Why is plausibility surprisingly problematic as an XAI criterion? Weina Jin Xiaoxiao Li Ghassan Hamarneh 47 3 0 30 Mar 2023
A View From Somewhere: Human-Centric Face Representations Jerone T. A. Andrews Przemyslaw K. Joniak Alice Xiang CVBM 24 9 0 30 Mar 2023
Demystifying Misconceptions in Social Bots Research S. Cresci Kai-Cheng Yang A. Spognardi Roberto Di Pietro Maurizio Tesconi M. Petrocchi 21 17 0 30 Mar 2023
Ecosystem Graphs: The Social Footprint of Foundation Models Rishi Bommasani Dilara Soylu Thomas I. Liao Kathleen A. Creel Percy Liang MLAU 29 32 0 28 Mar 2023
"That's important, but...": How Computer Science Researchers Anticipate Unintended Consequences of Their Research Innovations Kimberly Do Rock Yuren Pang Jiachen Jiang Katharina Reinecke 16 28 0 27 Mar 2023
Right the docs: Characterising voice dataset documentation practices used in machine learning Kathy Reid Elizabeth T. Williams 14 2 0 19 Mar 2023
DeAR: Debiasing Vision-Language Models with Additive Residuals Ashish Seth Mayur Hemani Chirag Agarwal VLM 18 53 0 18 Mar 2023
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML Hilde J. P. Weerts Florian Pfisterer Matthias Feurer Katharina Eggensperger Eddie Bergman Noor H. Awad Joaquin Vanschoren Mykola Pechenizkiy B. Bischl Frank Hutter FaML 38 18 0 15 Mar 2023
Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders Anna Kawakami Shreyans Chowdhary Shamsi T. Iqbal Q. V. Liao Alexandra Olteanu J. Suh Koustuv Saha 40 30 0 13 Mar 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 21 29 0 10 Mar 2023
Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges Hans-Martin Heyn K. M. Habibullah E. Knauss Jennifer Horkoff Markus Borg Alessia Knauss Polly Jing Li 11 4 0 10 Mar 2023
Users are the North Star for AI Transparency Alex Mei Michael Stephen Saxon Shiyu Chang Zachary Chase Lipton William Yang Wang 29 9 0 09 Mar 2023
Contributing to Accessibility Datasets: Reflections on Sharing Study Data by Blind People Rie Kamikubo Kyungjun Lee Hernisa Kacorri 34 6 0 09 Mar 2023
Extending the Pre-Training of BLOOM for Improved Support of Traditional Chinese: Models, Methods and Results Philipp Ennen Po-Chun Hsu Chan-Jan Hsu Chang-Le Liu Yen-Chen Wu Yin-Hsiang Liao Chin-Tung Lin Da-shan Shiu Wei-Yun Ma OSLM VLM AI4CE 38 10 0 08 Mar 2023
Planetary computing for data-driven environmental policy-making Patrick Ferris Michael Dales S. Jaffer Amelia Holcomb Eleanor Toye Scott ... A. Eyres A. Balmford David A. Coomes Srinivasan Keshav Anil Madhavapeddy 17 0 0 08 Mar 2023
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval Mohammad Abdullah Matin Khan M Saiful Bari Xuan Long Do Weishi Wang Md. Rizwan Parvez Shafiq R. Joty ALM ELM 34 14 0 06 Mar 2023
Data Portraits: Recording Foundation Model Training Data Marc Marone Benjamin Van Durme 143 30 0 06 Mar 2023
MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities Katherine R. Maffey Kyle Dotterrer Jennifer Niemann Iain J. Cruickshank Grace A. Lewis Christian Kastner 27 4 0 03 Mar 2023
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values Adrián Arnaiz-Rodríguez Nuria Oliver FedML TDI 10 2 0 03 Mar 2023
Feature Importance Disparities for Data Bias Investigations Peter W. Chang Leor Fishman Seth Neel 26 2 0 03 Mar 2023
WiCE: Real-World Entailment for Claims in Wikipedia Ryo Kamoi Tanya Goyal Juan Diego Rodriguez Greg Durrett 22 80 0 02 Mar 2023
audb -- Sharing and Versioning of Audio and Annotation Data in Python H. Wierstorf Johannes Wagner F. Eyben Felix Burkhardt Björn W. Schuller 30 1 0 01 Mar 2023
The ROOTS Search Tool: Data Transparency for LLMs Aleksandra Piktus Christopher Akiki Paulo Villegas Hugo Laurenccon Gérard Dupont A. Luccioni Yacine Jernite Anna Rogers VLM 33 29 0 27 Feb 2023
Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues Riccardo Albertoni Sara Colantonio Piotr Skrzypczyñski J. Stefanowski 23 10 0 24 Feb 2023
Don't Look at the Data! How Differential Privacy Reconfigures the Practices of Data Science Jayshree Sarathy Sophia Song Audrey Haque Tania Schlatter Salil P. Vadhan 23 23 0 23 Feb 2023
fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks Steven Moore Q. V. Liao Hariharan Subramonyam 19 27 0 22 Feb 2023
Deliberating with AI: Improving Decision-Making for the Future through Participatory AI Design and Stakeholder Deliberation Angie Zhang Olympia Walker Kaci Nguyen Jiajun Dai Anqing Chen Min Kyung Lee 25 44 0 22 Feb 2023
Bridging the Transparency Gap: What Can Explainable AI Learn From the AI Act? Balint Gyevnar Nick Ferguson Burkhard Schafer 27 15 0 21 Feb 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 33 58 0 21 Feb 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 42 194 0 16 Feb 2023
A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI Mohammad Tahaei Marios Constantinides Daniele Quercia Michael J. Muller AI4TS 49 8 0 10 Feb 2023
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning Ángel Alexander Cabrera Erica Fu Donald Bertucci Kenneth Holstein Ameet Talwalkar Jason I. Hong Adam Perer 23 48 0 09 Feb 2023
Tracking Fringe and Coordinated Activity on Twitter Leading Up To the US Capitol Attack Padinjaredath Suresh Vishnuprasad Gianluca Nogara Felipe Cardoso S. Cresci Silvia Giordano Luca Luceri LLMSV 30 25 0 09 Feb 2023
Diagnosing and Rectifying Vision Models using Language Yuhui Zhang Jeff Z. HaoChen Shih-Cheng Huang Kuan-Chieh Jackson Wang James Y. Zou Serena Yeung 22 45 0 08 Feb 2023
Five policy uses of algorithmic transparency and explainability Matthew R. O’Shaughnessy 51 0 0 06 Feb 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 22 98 0 05 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 31 15 0 05 Feb 2023