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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 / 415 papers shown

Title
Proving membership in LLM pretraining data via data watermarks Johnny Tian-Zheng Wei Ryan Yixiang Wang Robin Jia WaLM 121 30 0 16 Feb 2024
InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write B. Mitrevski Arina Rak Julian Schnitzler Chengkun Li Andrii Maksai Jesse Berent C. Musat DiffM 59 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 85 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 97 18 0 07 Feb 2024
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation Hsiang Hsu Guihong Li Shaohan Hu Chun-Fu Chen Chen 53 6 0 01 Feb 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 143 94 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 82 20 0 24 Jan 2024
The State of Documentation Practices of Third-party Machine Learning Models and Datasets Ernesto Lang Oreamuno Rohan Faiyaz Khan A. A. Bangash Catherine Stinson Bram Adams 73 4 0 22 Dec 2023
A Material Lens on Coloniality in NLP William B. Held Camille Harris Michael Best Diyi Yang 92 14 0 14 Nov 2023
Sentiment Analysis in Digital Spaces: An Overview of Reviews L. Ayravainen Joanne Hinds Brittany I. Davidson 76 0 0 30 Oct 2023
Pseudointelligence: A Unifying Framework for Language Model Evaluation Shikhar Murty Orr Paradise Pratyusha Sharma 24 0 0 18 Oct 2023
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model Nolan Dey Daria Soboleva Faisal Al-Khateeb Bowen Yang Ribhu Pathria ... Robert Myers Jacob Robert Steeves Natalia Vassilieva Marvin Tom Joel Hestness MoE 85 16 0 20 Sep 2023
Artificial Intelligence and Aesthetic Judgment Jessica Hullman Ari Holtzman Andrew Gelman 41 3 0 21 Aug 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 108 9 0 31 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 45 4 0 19 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 69 16 0 15 Jul 2023
Leveraging Contextual Counterfactuals Toward Belief Calibration Qiuyi Zhang Zhang Michael S. Lee Sherol Chen 58 1 0 13 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 135 125 0 06 Jul 2023
Use case cards: a use case reporting framework inspired by the European AI Act Isabelle Hupont David Fernández Llorca S. Baldassarri Emilia Gómez 65 20 0 23 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 91 3 0 22 Jun 2023
Trans-Dimensional Generative Modeling via Jump Diffusion Models Andrew Campbell William Harvey Christian D. Weilbach Valentin De Bortoli Tom Rainforth Arnaud Doucet DiffM 122 13 0 25 May 2023
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study Joel Castaño Silverio Martínez-Fernández Xavier Franch Justus Bogner CVBM 98 37 0 18 May 2023
Certification Labels for Trustworthy AI: Insights From an Empirical Mixed-Method Study Nicolas Scharowski Michaela Benk S. J. Kühne Léane Wettstein Florian Brühlmann 83 18 0 15 May 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 263 0 07 Apr 2023
Machine Learning with Requirements: a Manifesto Eleonora Giunchiglia F. Imrie M. Schaar Thomas Lukasiewicz AI4TS OffRL VLM 71 7 0 07 Apr 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 80 7 0 05 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 61 9 0 02 Apr 2023
Why is plausibility surprisingly problematic as an XAI criterion? Weina Jin Xiaoxiao Li Ghassan Hamarneh 89 5 0 30 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 278 1,206 0 27 Mar 2023
Right the docs: Characterising voice dataset documentation practices used in machine learning Kathy Reid Elizabeth T. Williams 56 2 0 19 Mar 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 63 33 0 10 Mar 2023
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 136 22 0 07 Feb 2023
Five policy uses of algorithmic transparency and explainability Matthew R. O’Shaughnessy 85 0 0 06 Feb 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 88 22 0 02 Feb 2023
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI Upol Ehsan Koustuv Saha M. D. Choudhury Mark O. Riedl 106 63 0 01 Feb 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 139 433 0 31 Jan 2023
On the State of German (Abstractive) Text Summarization Dennis Aumiller Jing Fan Michael Gertz 56 1 0 17 Jan 2023
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference R. Brath Daniel A. Keim Johannes Knittel Shimei Pan Pia Sommerauer Hendrik Strobelt 51 11 0 11 Jan 2023
AI Maintenance: A Robustness Perspective Pin-Yu Chen Payel Das 82 14 0 08 Jan 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 197 2,406 0 26 Dec 2022
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge Ricards Marcinkevics Ece Ozkan Julia E. Vogt OOD LM&MA FedML 46 2 0 23 Dec 2022
It is not "accuracy vs. explainability" -- we need both for trustworthy AI systems D. Petkovic 81 25 0 16 Dec 2022
POTATO: The Portable Text Annotation Tool Jiaxin Pei Aparna Ananthasubramaniam Xingyao Wang Naitian Zhou Jackson Sargent Apostolos Dedeloudis David Jurgens VLM 113 64 0 16 Dec 2022
Azimuth: Systematic Error Analysis for Text Classification Gabrielle Gauthier Melançon Orlando Marquez Ayala Lindsay D. Brin Chris Tyler Frederic Branchaud-Charron Joseph Marinier Karine Grande Dieu-Thu Le 57 5 0 16 Dec 2022
Bridging the Gap Between Offline and Online Reinforcement Learning Evaluation Methodologies Shivakanth Sujit Pedro H. M. Braga J. Bornschein Samira Ebrahimi Kahou OffRL 70 1 0 15 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 102 9 0 15 Dec 2022
Tensions Between the Proxies of Human Values in AI Teresa Datta D. Nissani Max Cembalest Akash Khanna Haley Massa John P. Dickerson 60 3 0 14 Dec 2022
Adaptive Testing of Computer Vision Models Irena Gao Gabriel Ilharco Scott M. Lundberg Marco Tulio Ribeiro VLM 75 43 0 06 Dec 2022
A Brief Overview of AI Governance for Responsible Machine Learning Systems Navdeep Gill Abhishek Mathur Marcos V. Conde 63 5 0 21 Nov 2022
A Framework for Auditable Synthetic Data Generation F. Houssiau Samuel N. Cohen Lukasz Szpruch Owen Daniel Michaela G. Lawrence R. Mitra Henry Wilde C. Mole 38 7 0 21 Nov 2022