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
Advances in Automatically Rating the Trustworthiness of Text Processing Services Biplav Srivastava Kausik Lakkaraju Mariana Bernagozzi Marco Valtorta 30 6 0 04 Feb 2023
Lived Experience Matters: Automatic Detection of Stigma on Social Media Toward People Who Use Substances Salvatore Giorgi Douglas Bellew Daniel Roy Sadek Habib G. Sherman Joao Sedoc Chase Smitterberg Amanda Devoto McKenzie Himelein-Wachowiak Brenda L. Curtis 19 3 0 04 Feb 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 29 21 0 02 Feb 2023
TAPS Responsibility Matrix: A tool for responsible data science by design V. Urovi R. Çelebi Chang Sun Linda Rieswijk M. Erard Arif Yilmaz Kodylan Moodley Parveen Kumar Michel Dumontier 13 1 0 02 Feb 2023
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI Upol Ehsan Koustuv Saha M. D. Choudhury Mark O. Riedl 18 57 0 01 Feb 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 27 402 0 31 Jan 2023
Designing Data: Proactive Data Collection and Iteration for Machine Learning Aspen K. Hopkins Fred Hohman Luca Zappella Xavier Suau Cuadros Dominik Moritz 17 6 0 24 Jan 2023
Unveiling the Risks of NFT Promotion Scams S. Roy Dipanjan Das Priyanka Bose Christopher Kruegel Giovanni Vigna Shirin Nilizadeh 20 12 0 24 Jan 2023
Simplistic Collection and Labeling Practices Limit the Utility of Benchmark Datasets for Twitter Bot Detection Chris Hays Zachary Schutzman Manish Raghavan Erin Walk Philipp Zimmer 30 30 0 17 Jan 2023
PlasmoFAB: A Benchmark to Foster Machine Learning for Plasmodium falciparum Protein Antigen Candidate Prediction Jonas C. Ditz Jacqueline Wistuba-Hamprecht Timo Maier Rolf Fendel N. Pfeifer Bernhard Reuter 16 1 0 16 Jan 2023
Computational Assessment of Hyperpartisanship in News Titles Hanjia Lyu Jinsheng Pan Zichen Wang Jiebo Luo 11 6 0 16 Jan 2023
PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets Shuo Sun Molei Qin Xinrun Wang Bo An FaML OffRL AIFin 22 4 0 14 Jan 2023
How Data Scientists Review the Scholarly Literature Sheshera Mysore Mahmood Jasim Haoru Song Sarah Akbar Andre Kenneth Chase Randall Narges Mahyar AI4CE 21 8 0 10 Jan 2023
EgoTracks: A Long-term Egocentric Visual Object Tracking Dataset Hao Tang Kevin J Liang Matt Feiszli Weiyao Wang EgoV 27 15 0 09 Jan 2023
AI Maintenance: A Robustness Perspective Pin-Yu Chen Payel Das 9 12 0 08 Jan 2023
FATE in AI: Towards Algorithmic Inclusivity and Accessibility Isa Inuwa-Dutse 29 7 0 03 Jan 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 19 2,171 0 26 Dec 2022
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge Ricards Marcinkevics Ece Ozkan Julia E. Vogt OOD LM&MA FedML 26 2 0 23 Dec 2022
Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias Robert Wolfe Yiwei Yang Billy Howe Aylin Caliskan DiffM 13 51 0 21 Dec 2022
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 27 10 0 20 Dec 2022
Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization Lining Zhang Simon Mille Yufang Hou Daniel Deutsch Elizabeth Clark ... Saad Mahamood Sebastian Gehrmann Miruna Clinciu Khyathi Raghavi Chandu João Sedoc 6 10 0 20 Dec 2022
Efficient aggregation of face embeddings for decentralized face recognition deployments (extended version) Philipp Hofer Michael Roland Philipp Schwarz René Mayrhofer CVBM FedML 19 3 0 20 Dec 2022
Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion Rishav Hada A. E. Fard Sarah Shugars Federico Bianchi Patrícia G. C. Rossini Dirk Hovy Rebekah Tromble N. Tintarev 16 7 0 18 Dec 2022
The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources in Natural Language Understanding Systems Akshatha Arodi Martin Pömsl Kaheer Suleman Adam Trischler Alexandra Olteanu Jackie C.K. Cheung ELM 25 5 0 15 Dec 2022
Tensions Between the Proxies of Human Values in AI Teresa Datta D. Nissani Max Cembalest Akash Khanna Haley Massa John P. Dickerson 34 2 0 14 Dec 2022
Trust, but Verify: Cross-Modality Fusion for HD Map Change Detection John Lambert James Hays 26 28 0 14 Dec 2022
Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining Florian Tramèr Gautam Kamath Nicholas Carlini SILM 46 67 0 13 Dec 2022
Measuring Data Margaret Mitchell A. Luccioni Nathan Lambert Marissa Gerchick Angelina McMillan-Major Ezinwanne Ozoani Nazneen Rajani Tristan Thrush Yacine Jernite Douwe Kiela 27 16 0 09 Dec 2022
Graph Learning Indexer: A Contributor-Friendly and Metadata-Rich Platform for Graph Learning Benchmarks Jiaqi Ma Xingjian Zhang Hezheng Fan Jin Huang Tianyue Li Tinghong Li Yiwen Tu Chen Zhu Qiaozhu Mei 35 5 0 08 Dec 2022
Human-in-the-Loop Hate Speech Classification in a Multilingual Context Ana Kotarcic Dominik Hangartner Fabrizio Gilardi Selina Kurer K. Donnay 24 2 0 05 Dec 2022
The Grind for Good Data: Understanding ML Practitioners' Struggles and Aspirations in Making Good Data Inha Cha Juhyun Oh Cheul Young Park Jiyoon Han Hwalsuk Lee 26 2 0 28 Nov 2022
The Principles of Data-Centric AI (DCAI) M. H. Jarrahi Ali Memariani Shion Guha 24 55 0 26 Nov 2022
Elements of effective machine learning datasets in astronomy Bernie Boscoe Tuan Do E. Jones Yunqiang Li Kevin Alfaro Christy Ma 27 2 0 25 Nov 2022
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation Sérgio Jesus José P. Pombal Duarte M. Alves André F. Cruz Pedro Saleiro Rita P. Ribeiro João Gama P. Bizarro 40 32 0 24 Nov 2022
Video compression dataset and benchmark of learning-based video-quality metrics Anastasia Antsiferova Sergey Lavrushkin Maksim Smirnov Alexander Gushchin D. Vatolin D. Kulikov 23 30 0 22 Nov 2022
The Stack: 3 TB of permissively licensed source code Denis Kocetkov Raymond Li Loubna Ben Allal Jia Li Chenghao Mou ... Sean M. Hughes Thomas Wolf Dzmitry Bahdanau Leandro von Werra H. D. Vries 58 307 0 20 Nov 2022
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation Yi Wang Nassim Ait Ali Braham Zhitong Xiong Chenying Liu C. Albrecht Xiao Xiang Zhu 26 71 0 13 Nov 2022
Seamful XAI: Operationalizing Seamful Design in Explainable AI Upol Ehsan Q. V. Liao Samir Passi Mark O. Riedl Hal Daumé 22 20 0 12 Nov 2022
Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey Otávio Parraga Martin D. Móre C. M. Oliveira Nathan Gavenski L. S. Kupssinskü Adilson Medronha L. V. Moura Gabriel S. Simões Rodrigo C. Barros 42 11 0 10 Nov 2022
An Inclusive Notion of Text Ilia Kuznetsov Iryna Gurevych 22 0 0 10 Nov 2022
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models P. Schramowski Manuel Brack Bjorn Deiseroth Kristian Kersting 37 270 0 09 Nov 2022
DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems Nabeel Seedat F. Imrie M. Schaar 27 12 0 09 Nov 2022
The Legal Argument Reasoning Task in Civil Procedure Leonard Bongard Lena Held Ivan Habernal AILaw ELM 11 19 0 05 Nov 2022
SMAuC -- The Scientific Multi-Authorship Corpus Janek Bevendorff Philipp Sauer Lukas Gienapp Wolfgang Kircheis Erik Korner Benno Stein Martin Potthast 19 0 0 04 Nov 2022
ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations Badr Youbi Idrissi Diane Bouchacourt Randall Balestriero Ivan Evtimov C. Hazirbas Nicolas Ballas Pascal Vincent M. Drozdzal David Lopez-Paz Mark Ibrahim VLM ViT 39 45 0 03 Nov 2022
My Face My Choice: Privacy Enhancing Deepfakes for Social Media Anonymization U. Ciftci Gokturk Yuksek Ilke Demir PICV CVBM 16 17 0 02 Nov 2022
Developing Modular Autonomous Capabilities for sUAS Operations Keegan Quigley V. Goodwin Luis E. Alvarez Justin Yao Yousef Salaman Maclara 26 0 0 01 Nov 2022
Where to start? Analyzing the potential value of intermediate models Leshem Choshen Elad Venezian Shachar Don-Yehiya Noam Slonim Yoav Katz MoMe 17 27 0 31 Oct 2022
Artificial intelligence in government: Concepts, standards, and a unified framework Vince J. Straub Deborah Morgan Jonathan Bright Helen Z. Margetts AI4TS 30 31 0 31 Oct 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 21 288 0 26 Oct 2022