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
Automatic Generation of Model and Data Cards: A Step Towards Responsible AI Jiarui Liu Wenkai Li Zhijing Jin Mona T. Diab SyDa 55 3 0 10 May 2024
The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human Labels Eve Fleisig Su Lin Blodgett Dan Klein Zeerak Talat 27 13 0 09 May 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 44 7 0 09 May 2024
Large Language Models Reveal Information Operation Goals, Tactics, and Narrative Frames Keith Burghardt Kai Chen Kristina Lerman 32 0 0 06 May 2024
Leveraging Large Language Models to Enhance Domain Expert Inclusion in Data Science Workflows Jasmine Y. Shih Vishal Mohanty Yannis Katsis Hariharan Subramonyam 25 1 0 03 May 2024
Social Life Simulation for Non-Cognitive Skills Learning Zihan Yan Yaohong Xiang Yun Huang 26 1 0 01 May 2024
Towards Scenario- and Capability-Driven Dataset Development and Evaluation: An Approach in the Context of Mapless Automated Driving Felix Grün Marcus Nolte Markus Maurer 27 1 0 30 Apr 2024
OpenStreetView-5M: The Many Roads to Global Visual Geolocation Guillaume Astruc Nicolas Dufour Ioannis Siglidis Constantin Aronssohn Nacim Bouia ... Charles Raude Elliot Vincent Lintao Xu Hongyu Zhou Loic Landrieu 27 6 0 29 Apr 2024
Benchmarking Benchmark Leakage in Large Language Models Ruijie Xu Zengzhi Wang Run-Ze Fan Pengfei Liu 56 42 0 29 Apr 2024
Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle Luca Deck Astrid Schomacker Timo Speith Jakob Schöffer Lena Kästner Niklas Kühl 33 4 0 29 Apr 2024
Lazy Data Practices Harm Fairness Research Jan Simson Alessandro Fabris Christoph Kern 18 5 0 26 Apr 2024
Near to Mid-term Risks and Opportunities of Open-Source Generative AI Francisco Eiras Aleksandar Petrov Bertie Vidgen Christian Schroeder de Witt Fabio Pizzati ... Paul Röttger Philip H. S. Torr Trevor Darrell Y. Lee Jakob N. Foerster 44 5 0 25 Apr 2024
Inside the echo chamber: Linguistic underpinnings of misinformation on Twitter Xinyu Wang Jiayi Li Sarah Rajtmajer 34 0 0 24 Apr 2024
Modeling the Sacred: Considerations when Using Religious Texts in Natural Language Processing Ben Hutchinson 85 0 0 23 Apr 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 56 5 0 19 Apr 2024
AI Competitions and Benchmarks: Dataset Development Romain Egele Julio C. S. Jacques Junior Jan N. van Rijn Isabelle M Guyon Xavier Baró Albert Clapés Prasanna Balaprakash Sergio Escalera T. Moeslund Jun Wan 42 0 0 15 Apr 2024
Laissez-Faire Harms: Algorithmic Biases in Generative Language Models Evan Shieh Faye-Marie Vassel Cassidy R. Sugimoto T. Monroe-White 30 3 0 11 Apr 2024
Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in LLMs Ahmed A. Agiza Mohamed Mostagir Sherief Reda 25 7 0 10 Apr 2024
Racial/Ethnic Categories in AI and Algorithmic Fairness: Why They Matter and What They Represent Jennifer Mickel 25 5 0 10 Apr 2024
[Call for Papers] The 2nd BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus Leshem Choshen Ryan Cotterell Michael Y. Hu Tal Linzen Aaron Mueller Candace Ross Alex Warstadt Ethan Gotlieb Wilcox Adina Williams Chengxu Zhuang 26 22 0 09 Apr 2024
Data Readiness for AI: A 360-Degree Survey Kaveen Hiniduma Suren Byna J. L. Bez 38 6 0 08 Apr 2024
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors Chen Huang Peixin Qin Yang Deng Wenqiang Lei Jiancheng Lv Tat-Seng Chua 32 6 0 04 Apr 2024
Responsible Reporting for Frontier AI Development Noam Kolt Markus Anderljung Joslyn Barnhart Asher Brass K. Esvelt Gillian K. Hadfield Lennart Heim Mikel Rodriguez Jonas B. Sandbrink Thomas Woodside 42 13 0 03 Apr 2024
Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs Pengda Wang Zilin Xiao Hanjie Chen Frederick L. Oswald 27 6 0 01 Apr 2024
Designing a User-centric Framework for Information Quality Ranking of Large-scale Street View Images Tahiya Chowdhury Ilan Mandel Jorge Ortiz Wendy Ju 27 0 0 30 Mar 2024
FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures Lisa Mais Peter Hirsch Claire Managan Ramya Kandarpa J. L. Rumberger Annika Reinke Lena Maier-Hein Gudrun Ihrke Dagmar Kainmueller 23 0 0 29 Mar 2024
Benchmarking Object Detectors with COCO: A New Path Forward Shweta Singh Aayan Yadav Jitesh Jain Humphrey Shi Justin Johnson Karan Desai 23 5 0 27 Mar 2024
Decoding the Digital Fine Print: Navigating the potholes in Terms of service/ use of GenAI tools against the emerging need for Transparent and Trustworthy Tech Futures Sundaraparipurnan Narayanan 26 0 0 26 Mar 2024
Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships Rangel Daroya Aaron Sun Subhransu Maji 27 0 0 25 Mar 2024
Reflecting the Male Gaze: Quantifying Female Objectification in 19th and 20th Century Novels Kexin Luo Yue Mao Bei Zhang Sophie Hao 24 1 0 25 Mar 2024
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning Shreya Shankar Rolando Garcia J. M. Hellerstein Aditya G. Parameswaran 22 10 0 25 Mar 2024
InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with ChatGPT for Sponsored Content Detection T. Bertaglia Lily Heisig Rishabh Kaushal Adriana Iamnitchi 20 4 0 22 Mar 2024
Dated Data: Tracing Knowledge Cutoffs in Large Language Models Jeffrey Cheng Marc Marone Orion Weller Dawn J Lawrie Daniel Khashabi Benjamin Van Durme 59 12 0 19 Mar 2024
From Melting Pots to Misrepresentations: Exploring Harms in Generative AI Sanjana Gautam Pranav Narayanan Venkit Sourojit Ghosh 39 15 0 16 Mar 2024
Data Ethics Emergency Drill: A Toolbox for Discussing Responsible AI for Industry Teams Vanessa Hanschke Dylan Rees Merve Alanyali David Hopkinson Paul Marshall 48 2 0 15 Mar 2024
Couler: Unified Machine Learning Workflow Optimization in Cloud Xiaoda Wang Yuan-ju Tang Tengda Guo Bo Sang Jingji Wu Jian Sha Ke Zhang Jiang Qian Mingjie Tang 25 0 0 12 Mar 2024
Elephants Never Forget: Testing Language Models for Memorization of Tabular Data Sebastian Bordt Harsha Nori Rich Caruana LMTD 33 13 0 11 Mar 2024
CommitBench: A Benchmark for Commit Message Generation Maximilian Schall Tamara Czinczoll Gerard de Melo 14 3 0 08 Mar 2024
Position: Insights from Survey Methodology can Improve Training Data Stephanie Eckman Barbara Plank Frauke Kreuter SyDa 33 3 0 02 Mar 2024
Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance Rachith Aiyappa Shruthi Senthilmani Jisun An Haewoon Kwak Yong-Yeol Ahn 24 3 0 01 Mar 2024
Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence Marios Constantinides Mohammad Tahaei Daniele Quercia Simone Stumpf Michael A. Madaio ... Ewa Luger Jess Holbrook Michael J. Muller Ilana Golbin Blumenfeld Giada Pistilli 49 7 0 29 Feb 2024
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals Anna Kawakami Amanda Coston Haiyi Zhu Hoda Heidari Kenneth Holstein 36 23 0 29 Feb 2024
DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition K. Enevoldsen Fredrik Jørgensen Morten H Baglini 23 0 0 28 Feb 2024
An Integrated Data Processing Framework for Pretraining Foundation Models Yiding Sun Feng Wang Yutao Zhu Wayne Xin Zhao Jiaxin Mao 67 4 0 26 Feb 2024
Foundation Model Transparency Reports Rishi Bommasani Kevin Klyman Shayne Longpre Betty Xiong Sayash Kapoor Nestor Maslej Arvind Narayanan Percy Liang 32 15 0 26 Feb 2024
Towards Fair Graph Anomaly Detection: Problem, New Datasets, and Evaluation Neng Kai Nigel Neo Yeon-Chang Lee Yiqiao Jin Sang-Wook Kim Srijan Kumar 41 2 0 25 Feb 2024
Farsight: Fostering Responsible AI Awareness During AI Application Prototyping Zijie J. Wang Chinmay Kulkarni Lauren Wilcox Michael Terry Michael A. Madaio 38 43 0 23 Feb 2024
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration Emily Reif Crystal Qian James Wexler Minsuk Kahng 30 10 0 21 Feb 2024
Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia Tzu-Sheng Kuo Aaron L Halfaker Zirui Cheng Jiwoo Kim Meng-Hsin Wu Tongshuang Wu Kenneth Holstein Haiyi Zhu 57 21 0 21 Feb 2024
The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review Daniel Schwabe Katinka Becker Martin Seyferth Andreas Klass Tobias Schäffter 29 20 0 21 Feb 2024