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
The Impact of Responsible AI Research on Innovation and Development Ali Akbar Septiandri Marios Constantinides Daniele Quercia 43 1 0 22 Jul 2024
A Solution toward Transparent and Practical AI Regulation: Privacy Nutrition Labels for Open-source Generative AI-based Applications Meixue Si Shidong Pan Dianshu Liao Xiaoyu Sun Zhenyuan Tao Wenchang Shi Zhenchang Xing 45 4 0 22 Jul 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre Robert Mahari Ariel N. Lee Campbell Lund Hamidah Oderinwale ... Hanlin Li Daphne Ippolito Sara Hooker Jad Kabbara Sandy Pentland 69 36 0 20 Jul 2024
Data Guards: Challenges and Solutions for Fostering Trust in Data N. Sultanum Dennis Bromley Michael Correll 24 1 0 19 Jul 2024
Good Intentions, Risky Inventions: A Method for Assessing the Risks and Benefits of AI in Mobile and Wearable Uses Marios Constantinides Edyta Bogucka S. Šćepanović Daniele Quercia 31 6 0 12 Jul 2024
Operationalizing the Blueprint for an AI Bill of Rights: Recommendations for Practitioners, Researchers, and Policy Makers Alex Oesterling Usha Bhalla Suresh Venkatasubramanian Himabindu Lakkaraju 46 1 0 11 Jul 2024
Auditing of AI: Legal, Ethical and Technical Approaches Jakob Mokander 54 38 0 07 Jul 2024
The Switch, the Ladder, and the Matrix: Models for Classifying AI Systems Jakob Mokander Margi Sheth David S. Watson Luciano Floridi 35 6 0 07 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 21 13 0 07 Jul 2024
A Formal Model for Artificial Intelligence Applications in Automation Systems Marvin Schieseck Philip Topalis L. Reinpold Felix Gehlhoff Alexander Fay 26 1 0 03 Jul 2024
Evaluating Model Performance Under Worst-case Subpopulations Mike Li Hongseok Namkoong Shangzhou Xia 48 17 0 01 Jul 2024
Leveraging Ontologies to Document Bias in Data Mayra Russo Maria-Esther Vidal 47 1 0 29 Jun 2024
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization Chris Cummins Volker Seeker Dejan Grubisic Baptiste Roziere Jonas Gehring Gabriel Synnaeve Hugh Leather 37 17 0 27 Jun 2024
AI Cards: Towards an Applied Framework for Machine-Readable AI and Risk Documentation Inspired by the EU AI Act Delaram Golpayegani Isabelle Hupont Cecilia Panigutti Harshvardhan Pandit Sven Schade Declan O'Sullivan Dave Lewis 34 8 0 26 Jun 2024
Documentation Practices of Artificial Intelligence Stefan Arnold Dilara Yesilbas Rene Gröbner Dominik Riedelbauch Maik Horn Sven Weinzierl AI4TS 26 0 0 26 Jun 2024
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations Vasisht Duddu Oskari Jarvinen Lachlan J. Gunn Nirmal Asokan 69 1 0 25 Jun 2024
Compliance Cards: Computational Artifacts for Automated AI Regulation Compliance Bill Marino Preslav Aleksandrov Carwyn Rahman Yulu Pi Bill Shen Rui-Jie Yew Nicholas D. Lane 21 0 0 20 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
IDs for AI Systems Alan Chan Noam Kolt Peter Wills Usman Anwar Christian Schroeder de Witt Nitarshan Rajkumar Lewis Hammond David M. Krueger Lennart Heim Markus Anderljung 49 7 0 17 Jun 2024
Large Scale Transfer Learning for Tabular Data via Language Modeling Josh Gardner Juan C. Perdomo Ludwig Schmidt LMTD 36 13 0 17 Jun 2024
Scorecards for Synthetic Medical Data Evaluation and Reporting Ghada Zamzmi Adarsh Subbaswamy E. Sizikova Edward Margerrison Jana G. Delfino Aldo Badano 37 1 0 17 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
Improving the Validity and Practical Usefulness of AI/ML Evaluations Using an Estimands Framework Olivier Binette Jerome P. Reiter 38 0 0 14 Jun 2024
ECBD: Evidence-Centered Benchmark Design for NLP Yu Lu Liu Su Lin Blodgett Jackie Chi Kit Cheung Q. Vera Liao Alexandra Olteanu Ziang Xiao 28 10 0 13 Jun 2024
Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey Shang Wang Tianqing Zhu Bo Liu Ming Ding Xu Guo Dayong Ye Wanlei Zhou Philip S. Yu PILM 67 17 0 12 Jun 2024
Situated Ground Truths: Enhancing Bias-Aware AI by Situating Data Labels with SituAnnotate Delfina Sol Martinez Pandiani Valentina Presutti 24 1 0 10 Jun 2024
Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models P. W. Shin Jihyun Janice Ahn Wenpeng Yin Jack Sampson Vijaykrishnan Narayanan 35 3 0 09 Jun 2024
Can Language Models Use Forecasting Strategies? Sarah Pratt Seth Blumberg Pietro K. Carolino Meredith Ringel Morris ELM 37 3 0 06 Jun 2024
Reconfiguring Participatory Design to Resist AI Realism Aakash Gautam 48 3 0 05 Jun 2024
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models Meftahul Ferdaus Mahdi Abdelguerfi Elias Ioup Kendall N. Niles Ken Pathak Steve Sloan 39 11 0 01 Jun 2024
A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians Piotr Wojciech Mirowski Juliette Love K. Mathewson Shakir Mohamed 32 20 0 31 May 2024
Learning Gaze-aware Compositional GAN Nerea Aranjuelo Siyu Huang Fundación Vicomtech Luis Unzueta Oihana Otaegui Hanspeter Pfister Donglai Wei GAN CVBM 28 0 0 31 May 2024
Artificial Intelligence in Industry 4.0: A Review of Integration Challenges for Industrial Systems Alexander Windmann Philipp Wittenberg Marvin Schieseck Oliver Niggemann AI4CE 28 5 0 28 May 2024
Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making Min Hun Lee Silvana Xin Yi Choo S. Thilarajah 42 1 0 26 May 2024
Understanding Stakeholders' Perceptions and Needs Across the LLM Supply Chain Agathe Balayn Lorenzo Corti Fanny Rancourt Fabio Casati U. Gadiraju 29 5 0 25 May 2024
Sparse maximal update parameterization: A holistic approach to sparse training dynamics Nolan Dey Shane Bergsma Joel Hestness 38 5 0 24 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 31 9 0 24 May 2024
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models Angeline Pouget Lucas Beyer Emanuele Bugliarello Xiao Wang Andreas Steiner Xiao-Qi Zhai Ibrahim M. Alabdulmohsin VLM 33 7 0 22 May 2024
Why do explanations fail? A typology and discussion on failures in XAI Clara Bove Thibault Laugel Marie-Jeanne Lesot C. Tijus Marcin Detyniecki 31 2 0 22 May 2024
Pragmatic auditing: a pilot-driven approach for auditing Machine Learning systems Djalel Benbouzid Christiane Plociennik Laura Lucaj Mihai Maftei Iris Merget A. Burchardt Marc P. Hauer Abdeldjallil Naceri Patrick van der Smagt MLAU 33 0 0 21 May 2024
Societal Adaptation to Advanced AI Jamie Bernardi Gabriel Mukobi Hilary Greaves Lennart Heim Markus Anderljung 42 5 0 16 May 2024
On-device Online Learning and Semantic Management of TinyML Systems Haoyu Ren Xue Li Darko Anicic Thomas Runkler 42 3 0 13 May 2024
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies Rock Yuren Pang Sebastin Santy René Just Katharina Reinecke 37 14 0 10 May 2024
The Power of Absence: Thinking with Archival Theory in Algorithmic Design Jihan Sherman Romi Morrison Lauren Klein Daniela Rosner AI4CE 24 6 0 08 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
Data Feminism for AI Lauren Klein C. D’Ignazio 43 17 0 02 May 2024
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust Sunnie S. Y. Kim Q. V. Liao Mihaela Vorvoreanu Steph Ballard Jennifer Wortman Vaughan 40 51 0 01 May 2024
Social Life Simulation for Non-Cognitive Skills Learning Zihan Yan Yaohong Xiang Yun Huang 34 1 0 01 May 2024
Benchmarking Benchmark Leakage in Large Language Models Ruijie Xu Zengzhi Wang Run-Ze Fan Pengfei Liu 64 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 41 4 0 29 Apr 2024