Margaret Mitchell's picture

Margaret Mitchell

meg

·

http://www.m-mitchell.com

AI & ML interests

natural language processing, computer vision, ethical artificial intelligence, assistive and augmentative technology

Recent Activity

updated a dataset about 2 months ago

LanguageShades/BiasShades

updated a dataset about 2 months ago

LanguageShades/BiasShades

posted an update 2 months ago

New launch: See the energy use of chatbot conversations, in real time. =) https://huggingface.co/spaces/jdelavande/chat-ui-energy Great work from @JulienDelavande !

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Organizations

authored a paper 3 months ago

Fully Autonomous AI Agents Should Not be Developed

Paper • 2502.02649 • Published Feb 4 • 34

authored a paper about 1 year ago

The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Paper • 2406.17557 • Published Jun 25, 2024 • 98

authored a paper almost 2 years ago

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements

Paper • 2210.01970 • Published Sep 30, 2022 • 13

authored 6 papers about 2 years ago

Model Cards for Model Reporting

Paper • 1810.03993 • Published Oct 5, 2018 • 5

Evaluating the Social Impact of Generative AI Systems in Systems and Society

Paper • 2306.05949 • Published Jun 9, 2023 • 9

Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus

Paper • 2104.08758 • Published Apr 18, 2021

SEAL : Interactive Tool for Systematic Error Analysis and Labeling

Paper • 2210.05839 • Published Oct 11, 2022

Measuring Data

Paper • 2212.05129 • Published Dec 9, 2022 • 1

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset

Paper • 2303.03915 • Published Mar 7, 2023 • 7

authored 2 papers over 2 years ago

Stable Bias: Analyzing Societal Representations in Diffusion Models

Paper • 2303.11408 • Published Mar 20, 2023 • 1

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 32