Model Cards for Model Reporting

5 October 2018

Inioluwa Deborah Raji

Timnit Gebru

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Papers citing "Model Cards for Model Reporting"

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Title
Justified Evidence Collection for Argument-based AI Fairness Assurance Alpay Sabuncuoglu Christopher Burr Carsten Maple 22 0 0 12 May 2025
Human-AI Governance (HAIG): A Trust-Utility Approach Zeynep Engin 44 0 0 03 May 2025
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers Quentin Guimard Moreno DÍncà Massimiliano Mancini Elisa Ricci SSL 72 0 0 29 Apr 2025
Beyond Public Access in LLM Pre-Training Data Sruly Rosenblat Tim O'Reilly Ilan Strauss MLAU 55 0 0 24 Apr 2025
Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest Jakob Schoeffer Maria De-Arteaga Jonathan Elmer 83 0 0 05 Apr 2025
Are clinicians ethically obligated to disclose their use of medical machine learning systems to patients? Joshua Hatherley 26 1 0 31 Mar 2025
SPHERE: An Evaluation Card for Human-AI Systems Qianou Ma Dora Zhao Xinran Zhao Chenglei Si Chenyang Yang Ryan Louie Ehud Reiter Diyi Yang Tongshuang Wu ALM 50 0 0 24 Mar 2025
Model Hubs and Beyond: Analyzing Model Popularity, Performance, and Documentation Pritam Kadasi Sriman Reddy Srivathsa Vamsi Chaturvedula Rudranshu Sen Agnish Saha Soumavo Sikdar Sayani Sarkar Suhani Mittal Rohit Jindal Mayank Singh 48 0 0 19 Mar 2025
Toward an Evaluation Science for Generative AI Systems Laura Weidinger Deb Raji Hanna M. Wallach Margaret Mitchell Angelina Wang Olawale Salaudeen Rishi Bommasani Sayash Kapoor Deep Ganguli Sanmi Koyejo EGVM ELM 62 3 0 07 Mar 2025
Societal Alignment Frameworks Can Improve LLM Alignment Karolina Stañczak Nicholas Meade Mehar Bhatia Hattie Zhou Konstantin Böttinger ... Timothy P. Lillicrap Ana Marasović Sylvie Delacroix Gillian K. Hadfield Siva Reddy 95 0 0 27 Feb 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung J. Forlizzi Kenneth Holstein J. Zimmerman 57 0 0 25 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 63 0 0 24 Feb 2025
News about Global North considered Truthful! The Geo-political Veracity Gradient in Global South News Sujit Mandava Deepak P Sahely Bhadra 67 0 0 07 Feb 2025
Two Types of AI Existential Risk: Decisive and Accumulative Atoosa Kasirzadeh 57 14 0 20 Jan 2025
Authenticated Delegation and Authorized AI Agents Tobin South Samuele Marro Thomas Hardjono Robert Mahari Cedric Deslandes Whitney Dazza Greenwood Alan Chan Alex Pentland 42 3 0 17 Jan 2025
LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance Jingwen Tan Gopi Krishnan Rajbahadur Zi Li Xiangfu Song Jianshan Lin Dan Li Zibin Zheng Ahmed E. Hassan 45 1 0 03 Jan 2025
Social Science Is Necessary for Operationalizing Socially Responsible Foundation Models Adam Davies Elisa Nguyen Michael Simeone Erik Johnston Martin Gubri 81 0 0 20 Dec 2024
Position: A taxonomy for reporting and describing AI security incidents L. Bieringer Kevin Paeth Andreas Wespi Kathrin Grosse Alexandre Alahi Kathrin Grosse 78 0 0 19 Dec 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 44 0 0 07 Nov 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
Interactive Example-based Explanations to Improve Health Professionals' Onboarding with AI for Human-AI Collaborative Decision Making Min Hun Lee Renee Bao Xuan Ng Silvana Xin Yi Choo S. Thilarajah 26 0 0 24 Sep 2024
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling S. Rutherford T. Wolfers Charlotte J. Fraza Nathaniel G. Harrnet Christian F. Beckmann H. Ruhé A. Marquand CML 43 2 0 26 Jul 2024
Challenges and Best Practices in Corporate AI Governance:Lessons from the Biopharmaceutical Industry Jakob Mokander Margi Sheth Mimmi Gersbro-Sundler P. Blomgren Luciano Floridi 15 13 0 07 Jul 2024
Evaluating Model Performance Under Worst-case Subpopulations Mike Li Hongseok Namkoong Shangzhou Xia 35 17 0 01 Jul 2024
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations Vasisht Duddu Oskari Jarvinen Lachlan J. Gunn Nirmal Asokan 64 1 0 25 Jun 2024
Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers Harald Semmelrock Tony Ross-Hellauer Simone Kopeinik Dieter Theiler Armin Haberl Stefan Thalmann Dominik Kowald 65 6 0 20 Jun 2024
Rideshare Transparency: Translating Gig Worker Insights on AI Platform Design to Policy Varun Nagaraj Rao Samantha Dalal Eesha Agarwal D. Calacci Andrés Monroy-Hernández 24 2 0 16 Jun 2024
Reconfiguring Participatory Design to Resist AI Realism Aakash Gautam 35 3 0 05 Jun 2024
Societal Adaptation to Advanced AI Jamie Bernardi Gabriel Mukobi Hilary Greaves Lennart Heim Markus Anderljung 40 4 0 16 May 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
From Model Performance to Claim: How a Change of Focus in Machine Learning Replicability Can Help Bridge the Responsibility Gap Tianqi Kou 32 0 0 19 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
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
InkSight: Offline-to-Online Handwriting Conversion by Learning to Read and Write B. Mitrevski Arina Rak Julian Schnitzler Chengkun Li Andrii Maksai Jesse Berent C. Musat DiffM 21 0 0 08 Feb 2024
On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI Daniel J. McDuff Tim Korjakow Scott Cambo Jesse Josua Benjamin Jenny Lee ... Aaron Gokaslan Alek Tarkowski Joseph Lindley A. F. Cooper Danish Contractor MedIm 20 7 0 07 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
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 13 76 0 25 Jan 2024
Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks Daniel Theron 15 0 0 03 Nov 2023
If our aim is to build morality into an artificial agent, how might we begin to go about doing so? Reneira Seeamber C. Badea 18 6 0 12 Oct 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations Nils Feldhus Qianli Wang Tatiana Anikina Sahil Chopra Cennet Oguz Sebastian Möller 24 9 0 09 Oct 2023
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model Nolan Dey Daria Soboleva Faisal Al-Khateeb Bowen Yang Ribhu Pathria ... Robert Myers Jacob Robert Steeves Natalia Vassilieva Marvin Tom Joel Hestness MoE 14 14 0 20 Sep 2023
Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI H. D. Zając Natalia-Rozalia Avlona T. O. Andersen F. Kensing Irina Shklovski 10 17 0 12 Aug 2023
CausalOps -- Towards an Industrial Lifecycle for Causal Probabilistic Graphical Models R. Maier A. Schlattl Thomas Guess J. Mottok AI4CE 10 1 0 02 Aug 2023
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging Charles Jones Daniel Coelho De Castro Fabio De Sousa Ribeiro Ozan Oktay Melissa McCradden Ben Glocker FaML CML 25 9 0 31 Jul 2023
Designing Fiduciary Artificial Intelligence Sebastian Benthall David Shekman 37 3 0 27 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 88 10,947 0 18 Jul 2023
Leveraging Contextual Counterfactuals Toward Belief Calibration Qiuyi Zhang Zhang Michael S. Lee Sherol Chen 19 1 0 13 Jul 2023
Misclassification in Automated Content Analysis Causes Bias in Regression. Can We Fix It? Yes We Can! Nathan TeBlunthuis V. Hase Chung-hong Chan 8 8 0 12 Jul 2023
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