Power Hungry Processing: Watts Driving the Cost of AI Deployment? Paper • 2311.16863 • Published Nov 28, 2023 • 6
What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus Paper • 2105.02732 • Published May 6, 2021
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness Paper • 2302.10893 • Published Feb 7, 2023 • 6
Evaluating the Social Impact of Generative AI Systems in Systems and Society Paper • 2306.05949 • Published Jun 9, 2023 • 9
Quantifying the Carbon Emissions of Machine Learning Paper • 1910.09700 • Published Oct 21, 2019 • 11
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Paper • 2110.02871 • Published Oct 6, 2021
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements Paper • 2210.01970 • Published Sep 30, 2022 • 11
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset Paper • 2303.03915 • Published Mar 7, 2023 • 6
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model Paper • 2211.05100 • Published Nov 9, 2022 • 27
Stable Bias: Analyzing Societal Representations in Diffusion Models Paper • 2303.11408 • Published Mar 20, 2023
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning Paper • 2302.08476 • Published Feb 16, 2023
Bugs in the Data: How ImageNet Misrepresents Biodiversity Paper • 2208.11695 • Published Aug 24, 2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology Paper • 2206.03216 • Published May 4, 2022
A Framework for Deprecating Datasets: Standardizing Documentation, Identification, and Communication Paper • 2111.04424 • Published Oct 18, 2021