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
Data Readiness Report S. Afzal C. Rajmohan M. Kesarwani S. Mehta Hima Patel 16 27 0 14 Oct 2020
Large-Scale Methods for Distributionally Robust Optimization Daniel Levy Y. Carmon John C. Duchi Aaron Sidford 26 202 0 12 Oct 2020
Utility is in the Eye of the User: A Critique of NLP Leaderboards Kawin Ethayarajh Dan Jurafsky ELM 24 51 0 29 Sep 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models Samuel Gehman Suchin Gururangan Maarten Sap Yejin Choi Noah A. Smith 37 1,130 0 24 Sep 2020
The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data Catherine Ordun Edward Raff S. Purushotham 21 13 0 22 Sep 2020
Ethical Machine Learning in Health Care Irene Y. Chen Emma Pierson Sherri Rose Shalmali Joshi Kadija Ferryman Marzyeh Ghassemi AILaw 27 371 0 22 Sep 2020
Prune Responsibly Michela Paganini VLM 19 21 0 10 Sep 2020
LiFT: A Scalable Framework for Measuring Fairness in ML Applications Sriram Vasudevan K. Kenthapadi FaML 19 56 0 14 Aug 2020
An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction Stephen R. Pfohl Agata Foryciarz N. Shah FaML 33 108 0 20 Jul 2020
Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit Emma Rocheteau Pietro Lió Stephanie L. Hyland OOD 21 57 0 18 Jul 2020
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context Ehsan Toreini Mhairi Aitken Kovila P. L. Coopamootoo Karen Elliott Vladimiro González-Zelaya P. Missier Magdalene Ng Aad van Moorsel 31 17 0 17 Jul 2020
Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI M. K. Ahuja M. Belaid Pierre Bernabé Mathieu Collet A. Gotlieb Chhagan Lal D. Marijan S. Sen Aizaz Sharif Helge Spieker 11 9 0 14 Jul 2020
Towards an Interface Description Template for AI-enabled Systems Niloofar Shadab A. Salado 16 2 0 13 Jul 2020
Algorithmic Fairness in Education René F. Kizilcec Hansol Lee FaML 38 120 0 10 Jul 2020
Machine Learning Explainability for External Stakeholders Umang Bhatt Mckane Andrus Adrian Weller Alice Xiang FaML SILM 16 58 0 10 Jul 2020
Next Waves in Veridical Network Embedding Owen G. Ward Zhen Huang Andrew Davison Tian Zheng GNN 11 5 0 10 Jul 2020
Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment Abhishek Gupta Erick Galinkin 8 3 0 09 Jul 2020
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence Shakir Mohamed Marie-Therese Png William S. Isaac 33 394 0 08 Jul 2020
On Linear Identifiability of Learned Representations Geoffrey Roeder Luke Metz Diederik P. Kingma CML 16 76 0 01 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 24 533 0 01 Jul 2020
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation Qingyun Wang Manling Li Xuan Wang Nikolaus Nova Parulian G. Han ... Ahmed Elsayed Martha Palmer Clare Voss Cynthia Schneider Boyan A. Onyshkevych 16 118 0 01 Jul 2020
Survey on the Analysis and Modeling of Visual Kinship: A Decade in the Making Joseph P. Robinson Ming Shao Y. Fu 33 6 0 29 Jun 2020
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance Gagan Bansal Tongshuang Wu Joyce Zhou Raymond Fok Besmira Nushi Ece Kamar Marco Tulio Ribeiro Daniel S. Weld 42 581 0 26 Jun 2020
Supermasks in Superposition Mitchell Wortsman Vivek Ramanujan Rosanne Liu Aniruddha Kembhavi Mohammad Rastegari J. Yosinski Ali Farhadi SSL CLL 33 279 0 26 Jun 2020
A Methodology for Creating AI FactSheets John T. Richards David Piorkowski Michael Hind Stephanie Houde Aleksandra Mojsilović 23 45 0 24 Jun 2020
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 17 358 0 24 Jun 2020
How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees Ana Valdivia Javier Sánchez-Monedero J. Casillas FaML 27 46 0 22 Jun 2020
Technology Readiness Levels for AI & ML Alexander Lavin Ajay Sharma VLM 19 105 0 21 Jun 2020
Trust and Transparency in Contact Tracing Applications S. Hobson Michael Hind Aleksandra Mojsilović Kush R. Varshney 11 8 0 19 Jun 2020
Why Normalizing Flows Fail to Detect Out-of-Distribution Data Polina Kirichenko Pavel Izmailov A. Wilson OODD 13 271 0 15 Jun 2020
Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory C. Tennant A. Carpenter T. Powers A. Solopova Lasitha Vidyaratne Khan M. Iftekharuddin 13 44 0 11 Jun 2020
Towards Integrating Fairness Transparently in Industrial Applications Emily Dodwell Cheryl J. Flynn B. Krishnamurthy S. Majumdar Ritwik Mitra 30 0 0 10 Jun 2020
Principles to Practices for Responsible AI: Closing the Gap Daniel S. Schiff B. Rakova A. Ayesh Anat Fanti M. Lennon 19 87 0 08 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 50 40,200 0 28 May 2020
Misplaced Trust: Measuring the Interference of Machine Learning in Human Decision-Making Harini Suresh Natalie Lao Ilaria Liccardi 16 49 0 22 May 2020
Risk of Training Diagnostic Algorithms on Data with Demographic Bias Samaneh Abbasi-Sureshjani Ralf Raumanns B. Michels Gerard Schouten V. Cheplygina FaML 33 35 0 20 May 2020
Social Biases in NLP Models as Barriers for Persons with Disabilities Ben Hutchinson Vinodkumar Prabhakaran Emily L. Denton Kellie Webster Yu Zhong Stephen Denuyl 13 302 0 02 May 2020
The Grammar of Interactive Explanatory Model Analysis Hubert Baniecki Dariusz Parzych P. Biecek 21 44 0 01 May 2020
NUBIA: NeUral Based Interchangeability Assessor for Text Generation Hassan Kané Muhammed Yusuf Kocyigit Ali Abdalla Pelkins Ajanoh Mohamed Coulibali 29 58 0 30 Apr 2020
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias Po-Ming Law Sana Malik F. Du Moumita Sinha 26 6 0 26 Apr 2020
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets Angelina Wang Alexander Liu Ryan Zhang Anat Kleiman Leslie Kim Dora Zhao Iroha Shirai Arvind Narayanan Olga Russakovsky 25 186 0 16 Apr 2020
Hiring Fairly in the Age of Algorithms Max Langenkamp Allan dos Santos Costa C. Y. Cheung FaML MLAU 21 24 0 15 Apr 2020
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models Oshin Agarwal Yinfei Yang Byron C. Wallace A. Nenkova 9 23 0 08 Apr 2020
Gender Representation in Open Source Speech Resources Mahault Garnerin Solange Rossato Laurent Besacier 19 6 0 18 Mar 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 10 171 0 11 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 194 541 0 08 Mar 2020
The Problem with Metrics is a Fundamental Problem for AI Rachel L. Thomas D. Uminsky 19 67 0 20 Feb 2020
MLModelScope: A Distributed Platform for Model Evaluation and Benchmarking at Scale Abdul Dakkak Cheng-rong Li Jinjun Xiong Wen-mei W. Hwu ELM 6 6 0 19 Feb 2020
Do I Look Like a Criminal? Examining how Race Presentation Impacts Human Judgement of Recidivism Keri Mallari K. Quinn Paul Johns Sarah Tan Divya Ramesh Ece Kamar FaML 11 30 0 04 Feb 2020
How do Data Science Workers Collaborate? Roles, Workflows, and Tools Amy X. Zhang Michael J. Muller Dakuo Wang FedML AI4CE 21 260 0 18 Jan 2020