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Datasheets for Datasets

23 March 2018

Timnit Gebru

Jamie Morgenstern

Briana Vecchione

Jennifer Wortman Vaughan

Papers citing "Datasheets for Datasets"

50 / 1,066 papers shown

Title
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 214 20 0 21 Feb 2024
DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing Haneul Yoo Jieun Han So-Yeon Ahn Alice Oh 135 7 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 152 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 237 14 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 263 16 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 192 4 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 106 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 203 44 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 222 7 0 14 Feb 2024
Towards Equitable Agile Research and Development of AI and Robotics Rumaisa Azeem Julia Schuller Severin Kacianka 133 1 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 CLL CML 403 5 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 Veronika Cheplygina 287 4 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 Zou 149 25 0 07 Feb 2024
Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data Chenhui Zhang Sherrie Wang 235 34 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 191 29 0 30 Jan 2024
Understanding Disparities in Post Hoc Machine Learning ExplanationConference on Fairness, Accountability and Transparency (FAccT), 2024 Vishwali Mhasawade Salman Rahman Zoe Haskell-Craig R. Chunara 188 6 0 25 Jan 2024
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging FaceInternational Conference on Learning Representations (ICLR), 2024 Xinyu Yang Weixin Liang James Zou CVBM 174 34 0 24 Jan 2024
WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity SensingEuropean Conference on Computer Vision (ECCV), 2024 Shuokang Huang Kaihan Li Di You Yichong Chen Arvin Lin Siying Liu Xiaohui Li Julie A. McCann 182 22 0 24 Jan 2024
Visibility into AI AgentsConference on Fairness, Accountability and Transparency (FAccT), 2024 Alan Chan Carson Ezell Max Kaufmann K. Wei Lewis Hammond ... Nitarshan Rajkumar David M. Krueger Noam Kolt Lennart Heim Markus Anderljung 698 68 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 154 0 0 18 Jan 2024
Human vs. LMMs: Exploring the Discrepancy in Emoji Interpretation and Usage in Digital CommunicationInternational Conference on Web and Social Media (ICWSM), 2024 Hanjia Lyu Weihong Qi Zhongyu Wei Jiebo Luo 187 6 0 16 Jan 2024
Challenge design roadmap Hugo Jair Escalante Isabelle M Guyon Addison Howard Walter Reade Sébastien Treguer AI4TS 138 0 0 15 Jan 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data FiltersAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 L. Lucy Suchin Gururangan Luca Soldaini Emma Strubell David Bamman Lauren Klein Jesse Dodge 297 19 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 Yi Xu AI4CE 253 34 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 172 52 0 24 Dec 2023
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl Lei Guo AI4TS 236 10 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 228 17 0 22 Dec 2023
DDOS: The Drone Depth and Obstacle Segmentation Dataset Benedikt Kolbeinsson K. Mikolajczyk 117 10 0 19 Dec 2023
Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research Susanne Hindennach Lei Shi Filip Miletić Andreas Bulling 118 8 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 276 46 0 19 Dec 2023
LEMON: Learning 3D Human-Object Interaction Relation from 2D ImagesComputer Vision and Pattern Recognition (CVPR), 2023 Yuhang Yang Wei Zhai Hongcheng Luo Yang Cao Zheng-Jun Zha 264 39 0 14 Dec 2023
Clash of the Explainers: Argumentation for Context-Appropriate Explanations Leila Methnani Virginia Dignum Andreas Theodorou 69 1 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 197 4 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 187 10 0 11 Dec 2023
Hate Cannot Drive out Hate: Forecasting Conversation Incivility following Replies to Hate SpeechInternational Conference on Web and Social Media (ICWSM), 2023 Xinchen Yu Eduardo Blanco Lingzi Hong 186 11 0 08 Dec 2023
Instance Tracking in 3D Scenes from Egocentric Videos Yunhan Zhao Haoyu Ma Shu Kong Charless C. Fowlkes 3DPC 278 10 0 07 Dec 2023
Experimental Insights Towards Explainable and Interpretable Pedestrian Crossing Prediction Angie Nataly Melo Carlota Salinas Miguel Ángel Sotelo 157 4 0 05 Dec 2023
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy TasksNeural Information Processing Systems (NeurIPS), 2023 Stephanie Milani Anssi Kanervisto Karolis Ramanauskas Sander Schulhoff Brandon Houghton Rohin Shah 238 7 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 116 5 0 04 Dec 2023
Pre-registration for Predictive Modeling Jake M. Hofman Angelos Chatzimparmpas Amit Sharma Duncan J. Watts Jessica Hullman AI4CE 165 6 0 30 Nov 2023
Explaining CLIP's performance disparities on data from blind/low vision usersComputer Vision and Pattern Recognition (CVPR), 2023 Daniela Massiceti Camilla Longden Agnieszka Slowik Samuel Wills Martin Grayson C. Morrison VLM 279 14 0 29 Nov 2023
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ataAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023 Mark Díaz Sunipa Dev Emily Reif Remi Denton Vinodkumar Prabhakaran 262 6 0 28 Nov 2023
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsNeural Information Processing Systems (NeurIPS), 2023 Wojciech Kusa Óscar E. Mendoza Matthias Samwald Petr Knoth Allan Hanbury 205 6 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 216 108 0 18 Nov 2023
The Case for Universal Basic Computing Power Yue Zhu ELM 88 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 210 53 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 163 5 0 15 Nov 2023
Attribute Diversity Determines the Systematicity Gap in VQAConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ian Berlot-Attwell Kumar Krishna Agrawal A. M. Carrell Yash Sharma Naomi Saphra 198 2 0 15 Nov 2023
Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms Kristof Meding Thilo Hagendorff 138 8 0 12 Nov 2023
MultiIoT: Benchmarking Machine Learning for the Internet of Things Shentong Mo Louis-Philippe Morency Russ Salakhutdinov Paul Pu Liang 193 2 0 10 Nov 2023