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
Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ) M. Narayan John Pasmore Elton Sampaio Vijay Raghavan Gabriella Waters 14 1 0 28 Apr 2024
From Model Performance to Claim: How a Change of Focus in Machine Learning Replicability Can Help Bridge the Responsibility Gap Tianqi Kou 44 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 66 5 0 19 Apr 2024
The Necessity of AI Audit Standards Boards David Manheim Sammy Martin Mark Bailey Mikhail Samin Ross Greutzmacher 33 7 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 5 0 10 Apr 2024
Racial/Ethnic Categories in AI and Algorithmic Fairness: Why They Matter and What They Represent Jennifer Mickel 33 5 0 10 Apr 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 44 20 0 09 Apr 2024
Data Readiness for AI: A 360-Degree Survey Kaveen Hiniduma Suren Byna J. L. Bez 43 6 0 08 Apr 2024
On Extending the Automatic Test Markup Language (ATML) for Machine Learning Tyler Cody Bingtong Li Peter A. Beling 18 3 0 04 Apr 2024
The Artificial Intelligence Ontology: LLM-assisted construction of AI concept hierarchies marcin p. joachimiak M. A. Miller J. H. Caufield Ryan Ly Nomi L. Harris Andrew Tritt Christopher J. Mungall Kristofer E. Bouchard 34 7 0 03 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 50 14 0 03 Apr 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 31 0 0 26 Mar 2024
Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships Rangel Daroya Aaron Sun Subhransu Maji 35 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 32 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
Dated Data: Tracing Knowledge Cutoffs in Large Language Models Jeffrey Cheng Marc Marone Orion Weller Dawn J Lawrie Daniel Khashabi Benjamin Van Durme 67 13 0 19 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 50 2 0 15 Mar 2024
(Beyond) Reasonable Doubt: Challenges that Public Defenders Face in Scrutinizing AI in Court Angela Jin Niloufar Salehi ELM 36 2 0 13 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 30 0 0 12 Mar 2024
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs Xuhui Zhou Zhe Su Tiwalayo Eisape Hyunwoo J. Kim Maarten Sap 34 38 0 08 Mar 2024
The Minimum Information about CLinical Artificial Intelligence Checklist for Generative Modeling Research (MI-CLAIM-GEN) Brenda Y. Miao Irene Y. Chen C. Y. Williams Jaysón M. Davidson Augusto Garcia-Agundez ... Bin Yu Milena Gianfrancesco A. Butte Beau Norgeot Madhumita Sushil VLM 42 2 0 05 Mar 2024
Recommendations for Government Development and Use of Advanced Automated Systems to Make Decisions about Individuals Susan Landau James X. Dempsey Ece Kamar S. Bellovin 18 0 0 04 Mar 2024
Position: Insights from Survey Methodology can Improve Training Data Stephanie Eckman Barbara Plank Frauke Kreuter SyDa 41 3 0 02 Mar 2024
Guidelines for Integrating Value Sensitive Design in Responsible AI Toolkits Malak Sadek Marios Constantinides Daniele Quercia C. Mougenot 35 15 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 Kenneth C. Enevoldsen Fredrik Jørgensen Morten H Baglini 28 0 0 28 Feb 2024
Foundation Model Transparency Reports Rishi Bommasani Kevin Klyman Shayne Longpre Betty Xiong Sayash Kapoor Nestor Maslej Arvind Narayanan Percy Liang 37 15 0 26 Feb 2024
Farsight: Fostering Responsible AI Awareness During AI Application Prototyping Zijie J. Wang Chinmay Kulkarni Lauren Wilcox Michael Terry Michael A. Madaio 40 43 0 23 Feb 2024
Unintended Impacts of LLM Alignment on Global Representation Michael Joseph Ryan William B. Held Diyi Yang 45 41 0 22 Feb 2024
MLXP: A Framework for Conducting Replicable Experiments in Python Michael Arbel Alexandre Zouaoui 18 0 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 34 20 0 21 Feb 2024
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms Jonathan Dan U. Pale Alireza Amirshahi William Cappelletti T. Ingolfsson ... Adriano Bernini Luca Benini S. Beniczky David Atienza P. Ryvlin 24 7 0 20 Feb 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text Abe Bohan Hou Jingyu Zhang Yichen Wang Daniel Khashabi Tianxing He WaLM 89 15 0 17 Feb 2024
Materiality and Risk in the Age of Pervasive AI Sensors Matthew P. Stewart Emanuel Moss Pete Warden Brian Plancher Susan Kennedy Mona Sloane Vijay Janapa Reddi 19 2 0 17 Feb 2024
Proving membership in LLM pretraining data via data watermarks Johnny Tian-Zheng Wei Ryan Yixiang Wang Robin Jia WaLM 32 22 0 16 Feb 2024
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows Ajay Patel Colin Raffel Chris Callison-Burch SyDa AI4CE 33 25 0 16 Feb 2024
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production Patrick Oliver Schenk Christoph Kern FaML 31 0 0 14 Feb 2024
AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients Dae Hyun Kim Hyungyu Shin Shakhnozakhon Yadgarova J. Son Hariharan Subramonyam Juho Kim 33 3 0 14 Feb 2024
Towards Equitable Agile Research and Development of AI and Robotics Andrew Hundt Julia Schuller Severin Kacianka 17 0 0 13 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 34 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 37 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 Zou 49 15 0 07 Feb 2024
Verifiable evaluations of machine learning models using zkSNARKs Tobin South Alexander Camuto Shrey Jain Shayla Nguyen Robert Mahari Christian Paquin Jason Morton Alex Pentland MLAU ALM 39 11 0 05 Feb 2024
Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning Esther Rolf Konstantin Klemmer Caleb Robinson Hannah Kerner 29 36 0 02 Feb 2024
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation Hsiang Hsu Guihong Li Shaohan Hu Chun-Fu Chen Chen 31 5 0 01 Feb 2024
A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations G. Berman Nitesh Goyal Michael A. Madaio ELM 45 20 0 30 Jan 2024
Understanding Disparities in Post Hoc Machine Learning Explanation Vishwali Mhasawade Salman Rahman Zoe Haskell-Craig R. Chunara 32 4 0 25 Jan 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 34 78 0 25 Jan 2024
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face Xinyu Yang Weixin Liang James Zou CVBM 42 17 0 24 Jan 2024
Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends Mina Taraghi Gianolli Dorcelus A. Foundjem Florian Tambon Foutse Khomh 18 14 0 24 Jan 2024