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
DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing Haneul Yoo Jieun Han So-Yeon Ahn Alice H. Oh 21 4 0 21 Feb 2024
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy M. Kahn L. Bukowski ... Venkatesh Sivaraman Adam Perer Sarah Preum James McCann John Zimmerman 31 14 0 21 Feb 2024
OpenHEXAI: An Open-Source Framework for Human-Centered Evaluation of Explainable Machine Learning Jiaqi Ma Vivian Lai Yiming Zhang Chacha Chen Paul Hamilton Davor Ljubenkov Himabindu Lakkaraju Chenhao Tan ELM 19 3 0 20 Feb 2024
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization James Oldfield Markos Georgopoulos Grigorios G. Chrysos Christos Tzelepis Yannis Panagakis M. Nicolaou Jiankang Deng Ioannis Patras MoE 37 8 0 19 Feb 2024
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models Yihua Zhang Chongyu Fan Yimeng Zhang Yuguang Yao Jinghan Jia ... Gaoyuan Zhang Gaowen Liu Ramana Rao Kompella Xiaoming Liu Sijia Liu DiffM 37 4 0 19 Feb 2024
Materiality and Risk in the Age of Pervasive AI Sensors Matthew P. Stewart Emanuel Moss Pete Warden Brian Plancher Susan Kennedy Mona Sloane Vijay Janapa Reddi 19 1 0 17 Feb 2024
Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse Khiem Phi Noushin Salek Faramarzi Chenlu Wang Ritwik Banerjee 16 0 0 15 Feb 2024
Evaluating the Experience of LGBTQ+ People Using Large Language Model Based Chatbots for Mental Health Support Zilin Ma Yiyang Mei Yinru Long Zhaoyuan Su Krzysztof Z. Gajos AI4MH 22 18 0 14 Feb 2024
AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients Dae Hyun Kim Hyungyu Shin Shakhnozakhon Yadgarova J. Son Hariharan Subramonyam Juho Kim 31 3 0 14 Feb 2024
Towards Equitable Agile Research and Development of AI and Robotics Andrew Hundt Julia Schuller Severin Kacianka 17 0 0 13 Feb 2024
Where is the Truth? The Risk of Getting Confounded in a Continual World Florian Peter Busch Roshni Kamath Rupert Mitchell Wolfgang Stammer Kristian Kersting Martin Mundt CML CLL 32 4 0 09 Feb 2024
Copycats: the many lives of a publicly available medical imaging dataset Amelia Jiménez-Sánchez Natalia-Rozalia Avlona Dovile Juodelyte Théo Sourget Caroline Vang-Larsen Anna Rogers Hubert Dariusz Zajkac V. Cheplygina 27 0 0 09 Feb 2024
What's documented in AI? Systematic Analysis of 32K AI Model Cards Weixin Liang Nazneen Rajani Xinyu Yang Ezinwanne Ozoani Eric Wu Yiqun Chen D. Smith James Y. Zou 33 15 0 07 Feb 2024
Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data Chenhui Zhang Sherrie Wang 32 18 0 31 Jan 2024
A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations G. Berman Nitesh Goyal Michael A. Madaio ELM 34 19 0 30 Jan 2024
Understanding Disparities in Post Hoc Machine Learning Explanation Vishwali Mhasawade Salman Rahman Zoe Haskell-Craig R. Chunara 16 4 0 25 Jan 2024
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face Xinyu Yang Weixin Liang James Y. Zou CVBM 21 16 0 24 Jan 2024
WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing Shuokang Huang Kaihan Li Di You Yichong Chen Arvin Lin Siying Liu Xiaohui Li Julie A. McCann 22 6 0 24 Jan 2024
Visibility into AI Agents Alan Chan Carson Ezell Max Kaufmann K. Wei Lewis Hammond ... Nitarshan Rajkumar David M. Krueger Noam Kolt Lennart Heim Markus Anderljung 13 31 0 23 Jan 2024
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning Joan Giner-Miguelez Abel Gómez Jordi Cabot 16 0 0 18 Jan 2024
Human vs. LMMs: Exploring the Discrepancy in Emoji Interpretation and Usage in Digital Communication Hanjia Lyu Weihong Qi Zhongyu Wei Jiebo Luo 31 5 0 16 Jan 2024
Challenge design roadmap Hugo Jair Escalante Isabelle M Guyon Addison Howard Walter Reade Sébastien Treguer AI4TS 13 0 0 15 Jan 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters L. Lucy Suchin Gururangan Luca Soldaini Emma Strubell David Bamman Lauren Klein Jesse Dodge 26 14 0 12 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 21 22 0 04 Jan 2024
The Persuasive Power of Large Language Models Simon Martin Breum Daniel Vaedele Egdal Victor Gram Mortensen Anders Giovanni Møller L. Aiello AI4CE 29 24 0 24 Dec 2023
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl Lei Guo AI4TS 30 3 0 22 Dec 2023
C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl J. R. Anaraki Lei Guo BDL AI4TS 15 9 0 22 Dec 2023
DDOS: The Drone Depth and Obstacle Segmentation Dataset Benedikt Kolbeinsson K. Mikolajczyk 11 4 0 19 Dec 2023
Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research Susanne Hindennach Lei Shi Filip Miletić Andreas Bulling 8 4 0 19 Dec 2023
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes Nabeel Seedat Nicolas Huynh B. V. Breugel M. Schaar 18 25 0 19 Dec 2023
LEMON: Learning 3D Human-Object Interaction Relation from 2D Images Yuhang Yang Wei Zhai Hongcheng Luo Yang Cao Zheng-Jun Zha 23 22 0 14 Dec 2023
Clash of the Explainers: Argumentation for Context-Appropriate Explanations Leila Methnani Virginia Dignum Andreas Theodorou 11 0 0 12 Dec 2023
Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous Driving David Fernández Llorca Pedro Frau Ignacio Parra R. Izquierdo Emilia Gómez 45 1 0 11 Dec 2023
Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments Anthony C. Roman Jennifer Wortman Vaughan Valerie See Steph Ballard Jehu Torres Vega Caleb Robinson J. L. Ferres 16 4 0 11 Dec 2023
Hate Cannot Drive out Hate: Forecasting Conversation Incivility following Replies to Hate Speech Xinchen Yu Eduardo Blanco Lingzi Hong 26 8 0 08 Dec 2023
Instance Tracking in 3D Scenes from Egocentric Videos Yunhan Zhao Haoyu Ma Shu Kong Charless C. Fowlkes 3DPC 23 4 0 07 Dec 2023
Experimental Insights Towards Explainable and Interpretable Pedestrian Crossing Prediction Angie Nataly Melo Carlota Salinas Miguel Ángel Sotelo 30 3 0 05 Dec 2023
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks Stephanie Milani Anssi Kanervisto Karolis Ramanauskas Sander Schulhoff Brandon Houghton Rohin Shah 21 6 0 05 Dec 2023
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks Jiarui Xu Yossi Gandelsman Amir Bar Jianwei Yang Jianfeng Gao Trevor Darrell Xiaolong Wang VLM 21 3 0 04 Dec 2023
Pre-registration for Predictive Modeling Jake M. Hofman Angelos Chatzimparmpas Amit Sharma Duncan J. Watts Jessica Hullman AI4CE 22 1 0 30 Nov 2023
Explaining CLIP's performance disparities on data from blind/low vision users Daniela Massiceti Camilla Longden Agnieszka Slowik Samuel Wills Martin Grayson C. Morrison VLM 17 9 0 29 Nov 2023
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata Mark Díaz Sunipa Dev Emily Reif Remi Denton Vinodkumar Prabhakaran 33 3 0 28 Nov 2023
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Wojciech Kusa Óscar E. Mendoza Matthias Samwald Petr Knoth Allan Hanbury 34 4 0 21 Nov 2023
Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework Elham Nasarian R. Alizadehsani U. Acharya Kwok-Leung Tsui 22 40 0 18 Nov 2023
The Case for Universal Basic Computing Power Yue Zhu ELM 18 0 0 18 Nov 2023
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation Ilaria Manco Benno Weck Seungheon Doh Minz Won Yixiao Zhang ... Philip Tovstogan Emmanouil Benetos Elio Quinton Gyorgy Fazekas Juhan Nam 19 25 0 16 Nov 2023
Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset Brooklyn Sheppard Anna Richter Allison Cohen Elizabeth Allyn Smith Tamara Kneese Carolyne Pelletier Ioana Baldini Yue Dong 25 4 0 15 Nov 2023
Attribute Diversity Determines the Systematicity Gap in VQA Ian Berlot-Attwell Kumar Krishna Agrawal A. M. Carrell Yash Sharma Naomi Saphra 21 1 0 15 Nov 2023
Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms Kristof Meding Thilo Hagendorff 39 7 0 12 Nov 2023
MultiIoT: Benchmarking Machine Learning for the Internet of Things Shentong Mo Louis-Philippe Morency Russ Salakhutdinov Paul Pu Liang 22 1 0 10 Nov 2023