Model Cards for Model Reporting

5 October 2018

Inioluwa Deborah Raji

Timnit Gebru

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Papers citing "Model Cards for Model Reporting"

50 / 185 papers shown

Title
Optimization's Neglected Normative Commitments Benjamin Laufer T. Gilbert Helen Nissenbaum OffRL 16 4 0 27 May 2023
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study Joel Castaño Silverio Martínez-Fernández Xavier Franch Justus Bogner CVBM 21 33 0 18 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 58 1,138 0 17 May 2023
Certification Labels for Trustworthy AI: Insights From an Empirical Mixed-Method Study Nicolas Scharowski Michaela Benk S. J. Kühne Léane Wettstein Florian Brühlmann 22 12 0 15 May 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 17 247 0 07 Apr 2023
Machine Learning with Requirements: a Manifesto Eleonora Giunchiglia F. Imrie M. Schaar Thomas Lukasiewicz AI4TS OffRL VLM 32 5 0 07 Apr 2023
Assessing Language Model Deployment with Risk Cards Leon Derczynski Hannah Rose Kirk Vidhisha Balachandran Sachin Kumar Yulia Tsvetkov M. Leiser Saif Mohammad 13 42 0 31 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 19 931 0 27 Mar 2023
A multidomain relational framework to guide institutional AI research and adoption Vince J. Straub Deborah Morgan Youmna Hashem John Francis Saba Esnaashari Jonathan Bright 16 8 0 17 Mar 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 21 29 0 10 Mar 2023
Both eyes open: Vigilant Incentives help Regulatory Markets improve AI Safety Paolo Bova A. D. Stefano H. Anh 18 4 0 06 Mar 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 12 58 0 21 Feb 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 29 193 0 16 Feb 2023
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 61 569 0 10 Feb 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 19 21 0 02 Feb 2023
Teaching MLOps in Higher Education through Project-Based Learning F. Lanubile Silverio Martínez-Fernández L. Quaranta 13 7 0 02 Feb 2023
On the State of German (Abstractive) Text Summarization Dennis Aumiller Jing Fan Michael Gertz 21 1 0 17 Jan 2023
POTATO: The Portable Text Annotation Tool Jiaxin Pei Aparna Ananthasubramaniam Xingyao Wang Naitian Zhou Jackson Sargent Apostolos Dedeloudis David Jurgens VLM 19 58 0 16 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
Tensions Between the Proxies of Human Values in AI Teresa Datta D. Nissani Max Cembalest Akash Khanna Haley Massa John P. Dickerson 19 2 0 14 Dec 2022
A Brief Overview of AI Governance for Responsible Machine Learning Systems Navdeep Gill Abhishek Mathur Marcos V. Conde 19 5 0 21 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 89 2,301 0 09 Nov 2022
DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems Nabeel Seedat F. Imrie M. Schaar 27 12 0 09 Nov 2022
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel Hamid Palangi Yejin Choi AAML 35 1 0 08 Nov 2022
Developing Modular Autonomous Capabilities for sUAS Operations Keegan Quigley V. Goodwin Luis E. Alvarez Justin Yao Yousef Salaman Maclara 21 0 0 01 Nov 2022
Artificial intelligence in government: Concepts, standards, and a unified framework Vince J. Straub Deborah Morgan Jonathan Bright Helen Z. Margetts AI4TS 24 30 0 31 Oct 2022
Scoring Black-Box Models for Adversarial Robustness Jian Vora Pranay Reddy Samala 20 0 0 31 Oct 2022
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report Michael L. Littman Ifeoma Ajunwa G. Berger Craig Boutilier Morgan E. Currie ... Melanie Mitchell J. Shah S. Sloman Shannon Vallor T. Walsh ELM 24 99 0 27 Oct 2022
DeXtreme: Transfer of Agile In-hand Manipulation from Simulation to Reality Ankur Handa Arthur Allshire Viktor Makoviychuk Aleksei Petrenko Ritvik Singh ... Balakumar Sundaralingam Yashraj S. Narang Jean-Francois Lafleche D. Fox Gavriel State 19 148 0 25 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 56 2,986 0 20 Oct 2022
Revision Transformers: Instructing Language Models to Change their Values Felix Friedrich Wolfgang Stammer P. Schramowski Kristian Kersting KELM 21 6 0 19 Oct 2022
Best Practices in the Creation and Use of Emotion Lexicons Saif M. Mohammad 14 17 0 13 Oct 2022
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson Jason Baldridge Vinodkumar Prabhakaran DiffM 66 32 0 11 Oct 2022
Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice Wesley Hanwen Deng B. Guo Alicia DeVrio Hong Shen Motahhare Eslami Kenneth Holstein MLAU 17 58 0 07 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 18 9 0 07 Oct 2022
The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning Angelie Kraft Ricardo Usbeck 14 4 0 07 Oct 2022
Red-Teaming the Stable Diffusion Safety Filter Javier Rando Daniel Paleka David Lindner Lennard Heim Florian Tramèr DiffM 122 183 0 03 Oct 2022
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements Leandro von Werra Lewis Tunstall A. Thakur A. Luccioni Tristan Thrush ... Julien Chaumond Margaret Mitchell Alexander M. Rush Thomas Wolf Douwe Kiela ELM 14 24 0 30 Sep 2022
Variable-Based Calibration for Machine Learning Classifiers Mark Kelly Padhraic Smyth 14 4 0 30 Sep 2022
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups Bum Chul Kwon U. Kartoun S. Khurshid Mikhail Yurochkin Subha Maity Deanna G. Brockman A. Khera P. Ellinor S. Lubitz Kenney Ng 25 11 0 14 Sep 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans John J. Nay ELM AILaw 84 27 0 14 Sep 2022
Open Long-Tailed Recognition in a Dynamic World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu VLM 23 18 0 17 Aug 2022
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness Vincent Jeanselme Maria De-Arteaga Zhe Zhang Jessica Barrett Brian D. M. Tom FaML 33 11 0 13 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 34 3 0 11 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 14 10 0 25 Jul 2022
A Hazard Analysis Framework for Code Synthesis Large Language Models Heidy Khlaaf Pamela Mishkin Joshua Achiam Gretchen Krueger Miles Brundage ELM 9 29 0 25 Jul 2022
Robots Enact Malignant Stereotypes Andrew Hundt William Agnew V. Zeng Severin Kacianka Matthew C. Gombolay LM&Ro 17 41 0 23 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 49 71 0 19 Jul 2022
Leakage and the Reproducibility Crisis in ML-based Science Sayash Kapoor Arvind Narayanan 22 177 0 14 Jul 2022
The "Collections as ML Data" Checklist for Machine Learning & Cultural Heritage Benjamin Charles Germain Lee VLM 11 7 0 06 Jul 2022