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
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education Mei Tan Hansol Lee Dakuo Wang Hariharan Subramonyam 21 7 0 09 Nov 2023
Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 18 9 0 09 Nov 2023
On Leakage in Machine Learning Pipelines Leonard Sasse Eliana Nicolaisen-Sobesky Juergen Dukart Simon B. Eickhoff Michael Götz ... Abhijit Kulkarni Juha Lahnakoski Bradley C. Love F. Raimondo K. Patil AI4CE 21 3 0 07 Nov 2023
Benefits and Harms of Large Language Models in Digital Mental Health Munmun De Choudhury Sachin R. Pendse Neha Kumar LM&MA AI4MH 22 41 0 07 Nov 2023
Contextual Confidence and Generative AI Shrey Jain Zoe Hitzig Pamela Mishkin 33 5 0 02 Nov 2023
FAIRLABEL: Correcting Bias in Labels Srinivasan H. Sengamedu Hien Pham 11 0 0 01 Nov 2023
ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab Jieming Cui Ziren Gong Baoxiong Jia Siyuan Huang Zilong Zheng Jianzhu Ma Yixin Zhu 25 3 0 01 Nov 2023
Sentiment Analysis in Digital Spaces: An Overview of Reviews L. Ayravainen Joanne Hinds Brittany I. Davidson 30 0 0 30 Oct 2023
A High-Resolution Dataset for Instance Detection with Multi-View Instance Capture Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 14 2 0 30 Oct 2023
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation Michael Schmitt S. A. Ahmadi Yonghao Xu G. Taşkın Ujjwal Verma F. Sica Ronny Hansch 21 24 0 30 Oct 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging Zitong S. Chen Chau Pham Siqi Wang Michael Doron Nikita Moshkov Bryan A. Plummer Juan C. Caicedo 20 9 0 30 Oct 2023
AI for Open Science: A Multi-Agent Perspective for Ethically Translating Data to Knowledge Chase Yakaboski Gregory Hyde Clement Nyanhongo Eugene Santos 8 1 0 28 Oct 2023
CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data Taiki Miyanishi Fumiya Kitamori Shuhei Kurita Jungdae Lee M. Kawanabe Nakamasa Inoue AI4TS 3DPC 17 4 0 28 Oct 2023
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts Elliott Ash Naman Goel Nianyun Li Claudia Marangon Peiyao Sun 27 2 0 28 Oct 2023
Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing Yi Wang Hugo Hernández Hernández C. Albrecht Xiao Xiang Zhu 37 30 0 28 Oct 2023
Socially Cognizant Robotics for a Technology Enhanced Society Kristin J. Dana Clinton Andrews Kostas Bekris Jacob Feldman Matthew Stone Pernille Hemmer Aaron Mazzeo Hal Salzman Jingang Yi 13 0 0 27 Oct 2023
The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI Shayne Longpre Robert Mahari Anthony Chen Naana Obeng-Marnu Damien Sileo ... K. Bollacker Tongshuang Wu Luis Villa Sandy Pentland Sara Hooker 15 55 0 25 Oct 2023
AI Hazard Management: A framework for the systematic management of root causes for AI risks Ronald Schnitzer Andreas Hapfelmeier Sven Gaube Sonja Zillner 13 3 0 25 Oct 2023
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data B. V. Breugel Nabeel Seedat F. Imrie M. Schaar SyDa 24 19 0 25 Oct 2023
ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors Xiaoxuan Ma Stephan P. Kaufhold Jiajun Su Wentao Zhu Jack Terwilliger Andres Meza Yixin Zhu Federico Rossano Yizhou Wang 21 13 0 25 Oct 2023
Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition Sander Schulhoff Jeremy Pinto Anaum Khan Louis-Franccois Bouchard Chenglei Si Svetlina Anati Valen Tagliabue Anson Liu Kost Christopher Carnahan Jordan L. Boyd-Graber SILM 29 41 0 24 Oct 2023
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms S. Mittal K. Thakral Richa Singh Mayank Vatsa Tamar Glaser Cristian Canton Ferrer Tal Hassner FaML 21 3 0 24 Oct 2023
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions Lingdong Kong Shaoyuan Xie Hanjiang Hu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi OODD 25 30 0 23 Oct 2023
The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis Pranav Narayanan Venkit Mukund Srinath Sanjana Gautam Saranya Venkatraman Vipul Gupta R. Passonneau Shomir Wilson 40 13 0 18 Oct 2023
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations Myra Cheng Tiziano Piccardi Diyi Yang LLMAG 16 67 0 17 Oct 2023
A State-Vector Framework for Dataset Effects E. Sahak Zining Zhu Frank Rudzicz 20 1 0 17 Oct 2023
The AI Incident Database as an Educational Tool to Raise Awareness of AI Harms: A Classroom Exploration of Efficacy, Limitations, & Future Improvements Michael Feffer Nikolas Martelaro Hoda Heidari 29 14 0 10 Oct 2023
Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions Lucie-Aimée Kaffee Arnav Arora Isabelle Augenstein 21 5 0 09 Oct 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations Nils Feldhus Qianli Wang Tatiana Anikina Sahil Chopra Cennet Oguz Sebastian Möller 29 9 0 09 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 37 11 0 07 Oct 2023
The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment" in Large Language Models Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 39 2 0 03 Oct 2023
Grasping AI: experiential exercises for designers Dave Murray-Rust M. Lupetti Iohanna Nicenboim W. V. D. Hoog 24 12 0 02 Oct 2023
HOH: Markerless Multimodal Human-Object-Human Handover Dataset with Large Object Count N. Wiederhold Ava Megyeri DiMaggio Paris Sean Banerjee N. Banerjee 13 9 0 01 Oct 2023
Berkeley Open Extended Reality Recordings 2023 (BOXRR-23): 4.7 Million Motion Capture Recordings from 105,852 Extended Reality Device Users V. Nair Wenbo Guo Rui Wang J. F. O'Brien Louis B. Rosenberg Dawn Song 13 7 0 30 Sep 2023
LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite Stefania Costantini Gianluca Galletti Fabian Fritz Stefan Adami Nikolaus A. Adams 38 13 0 28 Sep 2023
More than Model Documentation: Uncovering Teachers' Bespoke Information Needs for Informed Classroom Integration of ChatGPT Mei Tan Hariharan Subramonyam 27 19 0 25 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited Patrick Feeney M. C. Hughes 23 3 0 25 Sep 2023
Affective Game Computing: A Survey Georgios N. Yannakakis Dávid Melhárt 19 14 0 25 Sep 2023
VidChapters-7M: Video Chapters at Scale Antoine Yang Arsha Nagrani Ivan Laptev Josef Sivic Cordelia Schmid VGen 13 26 0 25 Sep 2023
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data Wai Tong Chung Bassem Akoush Pushan Sharma Alex Tamkin Kihoon Jung ... D. Brouzet M. Talei B. Savard A. Poludnenko M. Ihme AI4CE 25 13 0 23 Sep 2023
Unlocking Model Insights: A Dataset for Automated Model Card Generation Shruti Singh Hitesh Lodwal Husain Malwat Rakesh Thakur Mayank Singh SyDa 19 3 0 22 Sep 2023
The Cambridge Law Corpus: A Dataset for Legal AI Research Andreas Ostling Holli Sargeant Huiyuan Xie Ludwig Bull Alexander Terenin Leif Jonsson Maans Magnusson Felix Steffek ELM AILaw 14 7 0 21 Sep 2023
Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER) Wei-Duen Liao J. Voldman OOD CML 9 0 0 20 Sep 2023
How to Data in Datathons Carlos Mougan Richard Plant Clare Teng Marya Bazzi Alvaro Cabregas-Ejea Ryan Sze-Yin Chan David Salvador Jasin Martin Stoffel K. Whitaker Jules Manser 20 1 0 18 Sep 2023
AmodalSynthDrive: A Synthetic Amodal Perception Dataset for Autonomous Driving Ahmed Rida Sekkat Rohit Mohan Oliver Sawade Elmar Matthes Abhinav Valada 28 9 0 12 Sep 2023
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color William Thong Przemyslaw K. Joniak Alice Xiang 20 19 0 10 Sep 2023
Augmenting Chest X-ray Datasets with Non-Expert Annotations Cathrine Damgaard Trine Eriksen Dovile Juodelyte V. Cheplygina Amelia Jiménez-Sánchez 37 3 0 05 Sep 2023
Hateful Messages: A Conversational Data Set of Hate Speech produced by Adolescents on Discord Jan Fillies Silvio Peikert Adrian Paschke 9 2 0 04 Sep 2023
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties Taylor Sorensen Liwei Jiang Jena D. Hwang Sydney Levine Valentina Pyatkin ... Kavel Rao Chandra Bhagavatula Maarten Sap J. Tasioulas Yejin Choi SLR 16 50 0 02 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 19 485 0 02 Sep 2023