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
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation Sasha Salter Richard Warren Collin Schlager Adrian Spurr Shangchen Han ... Robert Y. Wang Nathan Danielson Josh Merel Eftychios Pnevmatikakis Jesse Marshall 63 1 0 02 Dec 2024
Perception of Visual Content: Differences Between Humans and Foundation Models Nardiena A. Pratama Shaoyang Fan Gianluca Demartini VLM 97 0 0 28 Nov 2024
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy Katharina Bendig René Schuster Nicole Thiemer Karen Joisten Didier Stricker PICV 69 1 0 25 Nov 2024
Trustworthy artificial intelligence in the energy sector: Landscape analysis and evaluation framework Sotiris Pelekis Evangelos Karakolis G. Lampropoulos S. Mouzakitis Ourania Markaki Christos Ntanos D. Askounis 67 0 0 25 Nov 2024
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Alireza Amiri-Margavi Iman Jebellat Ehsan Jebellat Seyed Pouyan Mousavi Davoudi 87 1 0 25 Nov 2024
Towards Fairness in AI for Melanoma Detection: Systemic Review and Recommendations Laura N. Montoya J. S. Roberts Belen Sanchez Hidalgo 55 0 0 19 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 28 9 0 16 Nov 2024
ClevrSkills: Compositional Language and Visual Reasoning in Robotics Sanjay Haresh Daniel Dijkman Apratim Bhattacharyya Roland Memisevic CoGe LRM 30 1 0 13 Nov 2024
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards Varvara Arzt Allan Hanbury 31 1 0 07 Nov 2024
ROAD-Waymo: Action Awareness at Scale for Autonomous Driving Salman Khan Izzeddin Teeti Reza Javanmard Alitappeh Mihaela C. Stoian Eleonora Giunchiglia Gurkirt Singh Andrew Bradley Fabio Cuzzolin 31 0 0 03 Nov 2024
A Systematic Review of NeurIPS Dataset Management Practices Yiwei Wu Leah Ajmani Shayne Longpre Hanlin Li 39 0 0 31 Oct 2024
Benchmark Data Repositories for Better Benchmarking Rachel Longjohn Markelle Kelly Sameer Singh Padhraic Smyth 38 0 0 31 Oct 2024
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery Hangyu Zhou Chia-Hsiang Kao Cheng Perng Phoo Utkarsh Mall Bharath Hariharan Kavita Bala 34 0 0 31 Oct 2024
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages Amir Hossein Kargaran François Yvon Hinrich Schutze VLM 36 5 0 31 Oct 2024
Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map Xinyuan Chang Maixuan Xue Xinran Liu Zheng Pan Xing Wei 40 1 0 31 Oct 2024
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction Hongbo Zhao Lue Fan Yuntao Chen Haochen Wang Y. Yang Xiaojuan Jin Yixin Zhang Gaofeng Meng Zhaoxiang Zhang 44 1 0 30 Oct 2024
Public Domain 12M: A Highly Aesthetic Image-Text Dataset with Novel Governance Mechanisms Jordan Meyer Nick Padgett Cullen Miller Laura Exline 29 4 0 30 Oct 2024
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations Jia Li Ge Li Xuanming Zhang Yunfei Zhao Yihong Dong Zhi Jin Binhua Li Fei Huang Yongbin Li ALM ELM 39 10 0 30 Oct 2024
Assessing the Auditability of AI-integrating Systems: A Framework and Learning Analytics Case Study Linda Fernsel Yannick Kalff Katharina Simbeck 26 2 0 29 Oct 2024
Towards Human-centered Design of Explainable Artificial Intelligence (XAI): A Survey of Empirical Studies Shuai Ma 22 0 0 28 Oct 2024
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates Hexuan Deng Wenxiang Jiao Xuebo Liu Min Zhang Zhaopeng Tu 36 2 0 28 Oct 2024
Engineering Trustworthy AI: A Developer Guide for Empirical Risk Minimization Diana Pfau Alexander Jung 26 0 0 25 Oct 2024
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models Eddie L. Ungless Nikolas Vitsakis Zeerak Talat James Garforth Bjorn Ross Arno Onken Atoosa Kasirzadeh Alexandra Birch 28 1 0 17 Oct 2024
Data Defenses Against Large Language Models William Agnew Harry H. Jiang Cella Sum Maarten Sap Sauvik Das AAML 21 0 0 17 Oct 2024
Sound Check: Auditing Audio Datasets William Agnew Julia Barnett Annie Chu Rachel Hong Michael Feffer Robin Netzorg Harry H. Jiang Ezra Awumey Sauvik Das 39 1 0 17 Oct 2024
BenchmarkCards: Large Language Model and Risk Reporting Anna Sokol Nuno Moniz Elizabeth M. Daly Michael Hind Nitesh V. Chawla 26 0 0 16 Oct 2024
Building Better: Avoiding Pitfalls in Developing Language Resources when Data is Scarce N. Ousidhoum Meriem Beloucif Saif M. Mohammad 23 1 0 16 Oct 2024
To Err is AI : A Case Study Informing LLM Flaw Reporting Practices Sean McGregor Allyson Ettinger Nick Judd Paul Albee Liwei Jiang ... Avijit Ghosh Christopher Fiorelli Michelle Hoang Sven Cattell Nouha Dziri 27 2 0 15 Oct 2024
Visual-Geometric Collaborative Guidance for Affordance Learning Hongchen Luo Wei-dong Zhai J. Wang Yang Cao Zheng-jun Zha 20 0 0 15 Oct 2024
CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection Guankun Wang Han Xiao Huxin Gao Renrui Zhang Long Bai Xiaoxiao Yang Zhen Li Hongsheng Li Hongliang Ren 36 4 0 10 Oct 2024
Detecting Training Data of Large Language Models via Expectation Maximization Gyuwan Kim Yang Li Evangelia Spiliopoulou Jie Ma Miguel Ballesteros William Yang Wang MIALM 90 3 2 10 Oct 2024
Data Publishing in Mechanics and Dynamics: Challenges, Guidelines, and Examples from Engineering Design Henrik Ebel J. V. Delden Timo Luddecke Aditya Borse Rutwik Gulakala ... Kristin Miriam de Payrebrune Maximilian Raff C. D. Remy Benedict Röder P. Eberhard AI4CE 41 0 0 07 Oct 2024
From Transparency to Accountability and Back: A Discussion of Access and Evidence in AI Auditing Sarah H. Cen Rohan Alur 19 1 0 07 Oct 2024
On the Reliability of Large Language Models to Misinformed and Demographically-Informed Prompts Toluwani Aremu Oluwakemi Akinwehinmi Chukwuemeka Nwagu Syed Ishtiaque Ahmed Rita Orji Pedro Arnau Del Amo Abdulmotaleb El Saddik 21 0 0 06 Oct 2024
AirLetters: An Open Video Dataset of Characters Drawn in the Air Rishit Dagli Guillaume Berger Joanna Materzynska Ingo Bax Roland Memisevic VGen 19 1 0 03 Oct 2024
SteerDiff: Steering towards Safe Text-to-Image Diffusion Models Hongxiang Zhang Yifeng He Hao Chen 23 2 0 03 Oct 2024
Mitigating Downstream Model Risks via Model Provenance Keyu Wang Abdullah Norozi Iranzad Scott Schaffter Doina Precup Jonathan Lebensold 21 1 0 03 Oct 2024
Uncertainty Modelling and Robust Observer Synthesis using the Koopman Operator Steven Dahdah James Richard Forbes 32 1 0 01 Oct 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 25 0 0 29 Sep 2024
Responsible AI in Open Ecosystems: Reconciling Innovation with Risk Assessment and Disclosure Mahasweta Chakraborti Bert Joseph Prestoza Nicholas Vincent Seth Frey 34 1 0 27 Sep 2024
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization Mucong Ding Chenghao Deng Jocelyn Choo Zichu Wu Aakriti Agrawal ... Tianyi Zhou Tom Goldstein John Langford Anima Anandkumar Furong Huang 53 5 0 27 Sep 2024
Wildlife Product Trading in Online Social Networks: A Case Study on Ivory-Related Product Sales Promotion Posts Guanyi Mou Yun Yue Kyumin Lee Ziming Zhang OnRL 22 0 0 25 Sep 2024
Creative Writers' Attitudes on Writing as Training Data for Large Language Models Katy Ilonka Gero Meera Desai Carly Schnitzler Nayun Eom Jack Cushman Elena L. Glassman 21 1 0 22 Sep 2024
ALPEC: A Comprehensive Evaluation Framework and Dataset for Machine Learning-Based Arousal Detection in Clinical Practice Stefan Kraft Andreas Theissler Vera Wienhausen-Wilke Philipp Walter Gjergji Kasneci 28 0 0 20 Sep 2024
A quest through interconnected datasets: lessons from highly-cited ICASSP papers Cynthia C. S. Liem Doğa Taşcılar Andrew M. Demetriou 17 0 0 19 Sep 2024
SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning Amogh Joshi Adarsh Kosta Kaushik Roy OffRL 42 2 0 16 Sep 2024
Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI Nicholas Pangakis Samuel Wolken 26 3 0 14 Sep 2024
Improving governance outcomes through AI documentation: Bridging theory and practice Amy A. Winecoff Miranda Bogen 23 2 0 13 Sep 2024
Ethical Challenges in Computer Vision: Ensuring Privacy and Mitigating Bias in Publicly Available Datasets Ghalib Ahmed Tahir 17 0 0 31 Aug 2024
LLMs generate structurally realistic social networks but overestimate political homophily Serina Chang Alicja Chaszczewicz Emma Wang Maya Josifovska Emma Pierson J. Leskovec 40 6 0 29 Aug 2024