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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Visibility into AI Agents Alan Chan Carson Ezell Max Kaufmann K. Wei Lewis Hammond ... Nitarshan Rajkumar David M. Krueger Noam Kolt Lennart Heim Markus Anderljung 20 32 0 23 Jan 2024
Towards a Non-Ideal Methodological Framework for Responsible ML Ramaravind Kommiya Mothilal Shion Guha Syed Ishtiaque Ahmed 48 7 0 20 Jan 2024
Towards Conversational Diagnostic AI Tao Tu Anil Palepu M. Schaekermann Khaled Saab Jan Freyberg ... Katherine Chou Greg S. Corrado Yossi Matias Alan Karthikesalingam Vivek Natarajan AI4MH LM&MA 26 93 0 11 Jan 2024
Fairness Certification for Natural Language Processing and Large Language Models Vincent Freiberger Erik Buchmann 39 2 0 02 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 18 3 0 22 Dec 2023
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl Lei Guo AI4TS 38 3 0 22 Dec 2023
C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting Shane Bergsma Timothy J. Zeyl J. R. Anaraki Lei Guo BDL AI4TS 26 9 0 22 Dec 2023
Clash of the Explainers: Argumentation for Context-Appropriate Explanations Leila Methnani Virginia Dignum Andreas Theodorou 16 0 0 12 Dec 2023
The Limits of Fair Medical Imaging AI In The Wild Yuzhe Yang Haoran Zhang Judy W. Gichoya Dina Katabi Marzyeh Ghassemi 28 6 0 11 Dec 2023
Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous Driving David Fernández Llorca Pedro Frau Ignacio Parra R. Izquierdo Emilia Gómez 47 1 0 11 Dec 2023
Pre-registration for Predictive Modeling Jake M. Hofman Angelos Chatzimparmpas Amit Sharma Duncan J. Watts Jessica Hullman AI4CE 29 1 0 30 Nov 2023
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata Mark Díaz Sunipa Dev Emily Reif Remi Denton Vinodkumar Prabhakaran 33 3 0 28 Nov 2023
XAI for time-series classification leveraging image highlight methods Georgios Makridis G. Fatouros Vasileios Koukos Dimitrios Kotios D. Kyriazis Ioannis Soldatos AI4TS 33 1 0 28 Nov 2023
Towards Responsible Governance of Biological Design Tools Richard Moulange Max Langenkamp Tessa Alexanian Samuel Curtis Morgan Livingston ELM SILM 39 2 0 27 Nov 2023
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains Chia-Chien Hung Wiem Ben-Rim Lindsay Frost Lars Bruckner Carolin (Haas) Lawrence AILaw ALM ELM 25 9 0 25 Nov 2023
Challenges of Large Language Models for Mental Health Counseling N. C. Chung George C. Dyer L. Brocki LM&MA AI4MH 73 14 0 23 Nov 2023
Analyzing the Evolution and Maintenance of ML Models on Hugging Face Joel Castaño Martínez-Fernández Silverio Xavier Franch Justus Bogner 27 24 0 22 Nov 2023
Moderating Model Marketplaces: Platform Governance Puzzles for AI Intermediaries Robert Gorwa Michael Veale 11 10 0 21 Nov 2023
Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors C. A. M. Heming Mohamed Abdalla Shahram Mohanna Monish Ahluwalia Linglin Zhang ... MinJae Woo Benjamin A. Fine J. Gichoya Leo Anthony Celi Laleh Seyyed-Kalantari CML 28 2 0 21 Nov 2023
The Case for Universal Basic Computing Power Yue Zhu ELM 35 0 0 18 Nov 2023
Towards Evaluating AI Systems for Moral Status Using Self-Reports Ethan Perez Robert Long ELM 38 8 0 14 Nov 2023
A Material Lens on Coloniality in NLP William B. Held Camille Harris Michael Best Diyi Yang 28 11 0 14 Nov 2023
Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms Kristof Meding Thilo Hagendorff 41 7 0 12 Nov 2023
Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs Benjamin C. Warner Thomas Kannampallil Seunghwan Kim 42 0 0 10 Nov 2023
Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 23 9 0 09 Nov 2023
On Leakage in Machine Learning Pipelines Leonard Sasse Eliana Nicolaisen-Sobesky Juergen Dukart Simon B. Eickhoff Michael Götz ... Abhijit Kulkarni Juha Lahnakoski Bradley C. Love F. Raimondo K. Patil AI4CE 25 3 0 07 Nov 2023
Benefits and Harms of Large Language Models in Digital Mental Health Munmun De Choudhury Sachin R. Pendse Neha Kumar LM&MA AI4MH 30 41 0 07 Nov 2023
Levels of AGI for Operationalizing Progress on the Path to AGI Meredith Ringel Morris Jascha Narain Sohl-Dickstein Noah Fiedel T. Warkentin Allan Dafoe Aleksandra Faust Clement Farabet Shane Legg AI4CE 33 62 0 04 Nov 2023
Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks Daniel Theron 20 0 0 03 Nov 2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Hussein Mozannar Jimin J Lee Dennis L. Wei P. Sattigeri Subhro Das David Sontag 41 11 0 02 Nov 2023
FAIRLABEL: Correcting Bias in Labels Srinivasan H. Sengamedu Hien Pham 24 0 0 01 Nov 2023
Sentiment Analysis in Digital Spaces: An Overview of Reviews L. Ayravainen Joanne Hinds Brittany I. Davidson 36 0 0 30 Oct 2023
The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI Shayne Longpre Robert Mahari Anthony Chen Naana Obeng-Marnu Damien Sileo ... K. Bollacker Tongshuang Wu Luis Villa Sandy Pentland Sara Hooker 23 56 0 25 Oct 2023
AI Alignment and Social Choice: Fundamental Limitations and Policy Implications Abhilash Mishra 20 22 0 24 Oct 2023
We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields Jan Philip Wahle Terry Ruas Mohamed Abdalla Bela Gipp Saif M. Mohammad AI4CE 29 16 0 23 Oct 2023
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages G. O. D. Santos Diego A. B. Moreira Alef Iury Ferreira Jhessica Silva Luiz Pereira ... H. Maia Nádia Da Silva Esther Colombini Hélio Pedrini Sandra Avila VLM CLIP 34 4 0 20 Oct 2023
Pseudointelligence: A Unifying Framework for Language Model Evaluation Shikhar Murty Orr Paradise Pratyusha Sharma 15 0 0 18 Oct 2023
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations Myra Cheng Tiziano Piccardi Diyi Yang LLMAG 18 67 0 17 Oct 2023
A decoder-only foundation model for time-series forecasting Abhimanyu Das Weihao Kong Rajat Sen Yichen Zhou AI4TS AI4CE 21 188 0 14 Oct 2023
If our aim is to build morality into an artificial agent, how might we begin to go about doing so? Reneira Seeamber C. Badea 21 6 0 12 Oct 2023
LLark: A Multimodal Instruction-Following Language Model for Music Josh Gardner Simon Durand Daniel Stoller Rachel M. Bittner AuLLM 31 14 0 11 Oct 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations Nils Feldhus Qianli Wang Tatiana Anikina Sahil Chopra Cennet Oguz Sebastian Möller 32 11 0 09 Oct 2023
Grasping AI: experiential exercises for designers Dave Murray-Rust M. Lupetti Iohanna Nicenboim W. V. D. Hoog 29 12 0 02 Oct 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools Maximilian Schambach Rakshit Naidu Rayid Ghani Kit T. Rodolfa Daniel E. Ho Hoda Heidari FaML 35 14 0 29 Sep 2023
More than Model Documentation: Uncovering Teachers' Bespoke Information Needs for Informed Classroom Integration of ChatGPT Mei Tan Hariharan Subramonyam 35 19 0 25 Sep 2023
SINCERE: Supervised Information Noise-Contrastive Estimation REvisited Patrick Feeney M. C. Hughes 36 3 0 25 Sep 2023
AI Risk Profiles: A Standards Proposal for Pre-Deployment AI Risk Disclosures E. Sherman Ian W. Eisenberg 35 5 0 22 Sep 2023
Unlocking Model Insights: A Dataset for Automated Model Card Generation Shruti Singh Hitesh Lodwal Husain Malwat Rakesh Thakur Mayank Singh SyDa 24 3 0 22 Sep 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 24 15 0 20 Sep 2023
How to Data in Datathons Carlos Mougan Richard Plant Clare Teng Marya Bazzi Alvaro Cabregas-Ejea Ryan Sze-Yin Chan David Salvador Jasin Martin Stoffel K. Whitaker Jules Manser 25 1 0 18 Sep 2023