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Model Cards for Model Reporting

5 October 2018

Inioluwa Deborah Raji

Timnit Gebru

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Papers citing "Model Cards for Model Reporting"

50 / 416 papers shown

Title
Deanthropomorphising NLP: Can a Language Model Be Conscious? Matthew Shardlow Piotr Przybyła 64 7 0 21 Nov 2022
Does Debiasing Inevitably Degrade the Model Performance Yiran Liu Xiao-Yang Liu Haotian Chen Yang Yu 67 2 0 14 Nov 2022
Seamful XAI: Operationalizing Seamful Design in Explainable AI Upol Ehsan Q. V. Liao Samir Passi Mark O. Riedl Hal Daumé 91 23 0 12 Nov 2022
Understanding Text Classification Data and Models Using Aggregated Input Salience Sebastian Ebert Alice Shoshana Jakobovits Katja Filippova FAtt 97 3 0 10 Nov 2022
Towards Human-Centred Explainability Benchmarks For Text Classification Viktor Schlegel Erick Mendez Guzman Riza Batista-Navarro 91 5 0 10 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 453 2,398 0 09 Nov 2022
DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems Nabeel Seedat F. Imrie M. Schaar 104 13 0 09 Nov 2022
Developing Modular Autonomous Capabilities for sUAS Operations Keegan Quigley V. Goodwin Luis E. Alvarez Justin Yao Yousef Salaman Maclara 33 0 0 01 Nov 2022
Where to start? Analyzing the potential value of intermediate models Leshem Choshen Elad Venezian Shachar Don-Yehiya Noam Slonim Yoav Katz MoMe 93 27 0 31 Oct 2022
Artificial intelligence in government: Concepts, standards, and a unified framework Vince J. Straub Deborah Morgan Jonathan Bright Helen Z. Margetts AI4TS 70 36 0 31 Oct 2022
Scoring Black-Box Models for Adversarial Robustness Jian Vora Pranay Reddy Samala 63 0 0 31 Oct 2022
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report Michael L. Littman Ifeoma Ajunwa G. Berger Craig Boutilier Morgan E. Currie ... Melanie Mitchell J. Shah S. Sloman Shannon Vallor T. Walsh ELM 96 101 0 27 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 335 4 0 22 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 286 3,176 0 20 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 211 3,517 0 16 Oct 2022
Best Practices in the Creation and Use of Emotion Lexicons Saif M. Mohammad 88 21 0 13 Oct 2022
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson Jason Baldridge Vinodkumar Prabhakaran DiffM 128 33 0 11 Oct 2022
Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice Wesley Hanwen Deng B. Guo Alicia DeVrio Hong Shen Motahhare Eslami Kenneth Holstein MLAU 106 64 0 07 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 79 9 0 07 Oct 2022
The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning Angelie Kraft Ricardo Usbeck 36 4 0 07 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 268 99 0 06 Oct 2022
Red-Teaming the Stable Diffusion Safety Filter Javier Rando Daniel Paleka David Lindner Lennard Heim Florian Tramèr DiffM 223 206 0 03 Oct 2022
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements Leandro von Werra Lewis Tunstall A. Thakur A. Luccioni Tristan Thrush ... Julien Chaumond Margaret Mitchell Alexander M. Rush Thomas Wolf Douwe Kiela ELM 101 26 0 30 Sep 2022
Variable-Based Calibration for Machine Learning Classifiers Mark Kelly Padhraic Smyth 55 4 0 30 Sep 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 35 3 0 22 Sep 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 82 50 0 21 Sep 2022
Dislocated Accountabilities in the AI Supply Chain: Modularity and Developers' Notions of Responsibility D. Widder D. Nafus 124 78 0 20 Sep 2022
Documenting use cases in the affective computing domain using Unified Modeling Language Isabelle Hupont Emilia Gómez 35 3 0 19 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 187 741 0 14 Sep 2022
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups Bum Chul Kwon U. Kartoun S. Khurshid Mikhail Yurochkin Subha Maity Deanna G. Brockman A. Khera P. Ellinor S. Lubitz Kenney Ng 71 11 0 14 Sep 2022
Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans John J. Nay ELM AILaw 190 28 0 14 Sep 2022
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 104 36 0 06 Sep 2022
Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent Van Bach Nguyen Jorg Schlotterer C. Seifert AILaw 38 12 0 06 Sep 2022
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness Vincent Jeanselme Maria De-Arteaga Zhe Zhang Jessica Barrett Brian D. M. Tom FaML 98 14 0 13 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 75 3 0 11 Aug 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 124 242 0 05 Aug 2022
A Hazard Analysis Framework for Code Synthesis Large Language Models Heidy Khlaaf Pamela Mishkin Joshua Achiam Gretchen Krueger Miles Brundage ELM 69 29 0 25 Jul 2022
Robots Enact Malignant Stereotypes Andrew Hundt William Agnew V. Zeng Severin Kacianka Matthew C. Gombolay LM&Ro 76 44 0 23 Jul 2022
Discover and Mitigate Unknown Biases with Debiasing Alternate Networks Zhiheng Li A. Hoogs Chenliang Xu 83 55 0 20 Jul 2022
Measuring and signing fairness as performance under multiple stakeholder distributions David Lopez-Paz Diane Bouchacourt Levent Sagun Nicolas Usunier 72 7 0 20 Jul 2022
Metadata Representations for Queryable ML Model Zoos Ziyu Li Rihan Hai A. Bozzon Asterios Katsifodimos 13 2 0 19 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 143 76 0 19 Jul 2022
More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias Yunyi Li Maria De-Arteaga M. Saar-Tsechansky FaML 83 3 0 15 Jul 2022
Leakage and the Reproducibility Crisis in ML-based Science Sayash Kapoor Arvind Narayanan 73 180 0 14 Jul 2022
The "Collections as ML Data" Checklist for Machine Learning & Cultural Heritage Benjamin Charles Germain Lee VLM 43 7 0 06 Jul 2022
A domain-specific language for describing machine learning datasets Joan Giner-Miguelez Abel Gómez Jordi Cabot ALM 48 26 0 05 Jul 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset Peter Henderson M. Krass Lucia Zheng Neel Guha Christopher D. Manning Dan Jurafsky Daniel E. Ho AILaw ELM 231 103 0 01 Jul 2022
Understanding Instance-Level Impact of Fairness Constraints Jialu Wang Xinze Wang Yang Liu TDI FaML 108 34 0 30 Jun 2022
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms Amanda Coston Anna Kawakami Haiyi Zhu Kenneth Holstein Hoda Heidari 88 35 0 30 Jun 2022
Never trust, always verify : a roadmap for Trustworthy AI? L. Tidjon Foutse Khomh 115 15 0 23 Jun 2022