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
Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing Gisela Vallejo Timothy Baldwin Lea Frermann 20 3 0 14 Sep 2023
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color William Thong Przemyslaw K. Joniak Alice Xiang 33 19 0 10 Sep 2023
Open and reusable deep learning for pathology with WSInfer and QuPath Jakub R. Kaczmarzyk Alan O'Callaghan Fiona Inglis Tahsin M. Kurc Rajarsi R. Gupta Erich Bremer Peter Bankhead Joel H. Saltz MedIm 11 13 0 08 Sep 2023
TaleStream: Supporting Story Ideation with Trope Knowledge Jean-Peic Chou Alexa F. Siu Nedim Lipka Ryan A. Rossi Franck Dernoncourt Maneesh Agrawala 22 13 0 07 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 26 493 0 02 Sep 2023
FACET: Fairness in Computer Vision Evaluation Benchmark Laura Gustafson Chloe Rolland Nikhila Ravi Quentin Duval Aaron B. Adcock Cheng-Yang Fu Melissa Hall Candace Ross VLM EGVM 29 36 0 31 Aug 2023
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models Neha Sengupta Sunil Kumar Sahu Bokang Jia Satheesh Katipomu Haonan Li ... A. Jackson Hector Xuguang Ren Preslav Nakov Timothy Baldwin Eric P. Xing LRM 29 40 0 30 Aug 2023
International Governance of Civilian AI: A Jurisdictional Certification Approach Robert F. Trager Benjamin Harack Anka Reuel A. Carnegie Lennart Heim ... R. Lall Owen Larter Seán Ó hÉigeartaigh Simon Staffell José Jaime Villalobos 26 20 0 29 Aug 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 63 1,906 0 24 Aug 2023
Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection Oana Inel Tim Draws Lora Aroyo 46 6 0 22 Aug 2023
Artificial Intelligence and Aesthetic Judgment Jessica Hullman Ari Holtzman Andrew Gelman 25 3 0 21 Aug 2023
A Modular and Adaptive System for Business Email Compromise Detection J. Brabec F. Srajer Radek Starosta Tomás Sixta Marc Dupont ... Jirí Mensík Florian Becker Jakub Boros Tomás Pop Pavel Novák 8 0 0 21 Aug 2023
REFORMS: Reporting Standards for Machine Learning Based Science Sayash Kapoor Emily F. Cantrell Kenny Peng Thanh Hien Pham C. Bail ... Matthew J. Salganik Marta Serra-Garcia Brandon M Stewart Gilles Vandewiele Arvind Narayanan 10 19 0 15 Aug 2023
Human-centered NLP Fact-checking: Co-Designing with Fact-checkers using Matchmaking for AI Houjiang Liu Anubrata Das Alexander Boltz Didi Zhou Daisy Pinaroc Matthew Lease Min Kyung Lee HAI 25 16 0 14 Aug 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 27 17 0 12 Aug 2023
Help or Hinder? Evaluating the Impact of Fairness Metrics and Algorithms in Visualizations for Consensus Ranking Hilson Shrestha Kathleen Cachel Mallak Alkhathlan Elke A. Rundensteiner Lane Harrison 18 3 0 11 Aug 2023
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity Melissa Hall Candace Ross Adina Williams Nicolas Carion M. Drozdzal Adriana Romero Soriano EGVM 27 5 0 11 Aug 2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare Karim Lekadir Aasa Feragen Abdul Joseph Fofanah Alejandro F Frangi Alena Buyx ... Yi Zeng Yunusa G Mohammed Yves Saint James Aquino Zohaib Salahuddin M. P. Starmans AI4TS 37 38 0 11 Aug 2023
CausalOps -- Towards an Industrial Lifecycle for Causal Probabilistic Graphical Models R. Maier A. Schlattl Thomas Guess J. Mottok AI4CE 29 1 0 02 Aug 2023
The Ethics of AI Value Chains Blair Attard-Frost D. Widder 40 1 0 31 Jul 2023
Generative models for wearables data Arinbjorn Kolbeinsson L. Foschini MedIm 26 0 0 31 Jul 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 49 9 0 31 Jul 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor Corentin Dancette Alexandre Ramé Matthieu Cord MoMe MLLM 61 42 0 30 Jul 2023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines Matthew Barker Emma Kallina D. Ashok Katherine M. Collins Ashley Casovan Adrian Weller Ameet Talwalkar Valerie Chen Umang Bhatt 38 5 0 28 Jul 2023
RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles Marios Constantinides Edyta Bogucka Daniele Quercia Susanna Kallio Mohammad Tahaei 25 9 0 27 Jul 2023
Designing Fiduciary Artificial Intelligence Sebastian Benthall David Shekman 51 4 0 27 Jul 2023
Towards an AI Accountability Policy Przemyslaw A. Grabowicz Nicholas Perello Yair Zick Nicholas Perello Yair Zick 30 0 0 25 Jul 2023
Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development Danilo Brajovic Niclas Renner Vincent Philipp Goebels Philipp Wagner Benjamin Frész M. Biller Mara Klaeb Janika Kutz Jens Neuhuettler Marco F. Huber 19 9 0 21 Jul 2023
Test-takers have a say: understanding the implications of the use of AI in language tests Dawen Zhang Thong Hoang Shidong Pan Yongquan Hu Zhenchang Xing Mark Staples Xiwei Xu Qinghua Lu Aaron Quigley ELM 31 4 0 19 Jul 2023
Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development Shalaleh Rismani Renee Shelby A. Smart Renelito Delos Santos AJung Moon Negar Rostamzadeh 35 9 0 19 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 117 11,099 0 18 Jul 2023
Navigating Fairness Measures and Trade-Offs Stefan Buijsman 23 8 0 17 Jul 2023
Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training Yao Wei Yanchao Sun Ruijie Zheng Sai H. Vemprala Rogerio Bonatti Shuhang Chen Ratnesh Madaan Zhongjie Ba Ashish Kapoor Shuang Ma OffRL 30 15 0 16 Jul 2023
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms Organizers of QueerInAI Nathaniel Dennler Anaelia Ovalle Ashwin Singh Luca Soldaini ... Kyra Yee Irene Font Peradejordi Zeerak Talat Mayra Russo Jessica de Jesus de Pinho Pinhal 26 15 0 15 Jul 2023
Leveraging Contextual Counterfactuals Toward Belief Calibration Qiuyi Zhang Zhang Michael S. Lee Sherol Chen 29 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 21 8 0 12 Jul 2023
Predicting small molecules solubilities on endpoint devices using deep ensemble neural networks Mayk Caldas Ramos Andrew D. White 30 0 0 11 Jul 2023
Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators Andreas Liesenfeld Alianda Lopez Mark Dingemanse ALM 26 86 0 08 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 44 118 0 06 Jul 2023
Principles and Guidelines for Evaluating Social Robot Navigation Algorithms Anthony G. Francis Claudia Pérez-DÁrpino Chengshu Li Fei Xia Alexandre Alahi ... Xuesu Xiao Peng Xu Naoki Yokoyama Alexander Toshev Roberto Martin-Martin Logical Robotics 31 69 0 29 Jun 2023
Requirements for Explainability and Acceptance of Artificial Intelligence in Collaborative Work Sabine Theis Sophie F. Jentzsch Fotini Deligiannaki C. Berro A. Raulf C. Bruder 23 8 0 27 Jun 2023
Gender Bias in BERT -- Measuring and Analysing Biases through Sentiment Rating in a Realistic Downstream Classification Task Sophie F. Jentzsch Cigdem Turan 13 31 0 27 Jun 2023
Use case cards: a use case reporting framework inspired by the European AI Act Isabelle Hupont David Fernández Llorca S. Baldassarri Emilia Gómez 19 18 0 23 Jun 2023
Broadening the perspective for sustainable AI: Comprehensive sustainability criteria and indicators for AI systems Friederike Rohde Josephin Wagner A. Meyer Philipp Reinhard Marcus Voss U. Petschow Anne Mollen 10 2 0 22 Jun 2023
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities Xudong Shen H. Brown Jiashu Tao Martin Strobel Yao Tong Akshay Narayan Harold Soh Finale Doshi-Velez 32 3 0 22 Jun 2023
The Importance of Human-Labeled Data in the Era of LLMs Yang Liu ALM 17 8 0 18 Jun 2023
Scaling Open-Vocabulary Object Detection Matthias Minderer A. Gritsenko N. Houlsby VLM ObjD 24 178 0 16 Jun 2023
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing Matthew P. Stewart Pete Warden Yasmine Omri Shvetank Prakash Joao Santos ... Jim MacArthur Nat Jeffries Sachin Katti Brian Plancher Vijay Janapa Reddi 30 1 0 15 Jun 2023
Anticipatory Music Transformer John Thickstun David Leo Wright Hall Chris Donahue Percy Liang 20 15 0 14 Jun 2023
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements Maryam Molamohammadi Afaf Taik Nicolas Le Roux G. Farnadi 29 1 0 11 Jun 2023