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08/14/2023
Mind your Language (Model): Fact-Checking LLMs and their Role in NLP Research and Practice
Much of the recent discourse within the NLP research community has been ...
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06/09/2023
Evaluating the Social Impact of Generative AI Systems in Systems and Society
Generative AI systems across modalities, ranging from text, image, audio...
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03/20/2023
Stable Bias: Analyzing Societal Representations in Diffusion Models
As machine learning-enabled Text-to-Image (TTI) systems are becoming inc...
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02/27/2023
The ROOTS Search Tool: Data Transparency for LLMs
ROOTS is a 1.6TB multilingual text corpus developed for the training of ...
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02/16/2023
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning
Machine learning (ML) requires using energy to carry out computations du...
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12/09/2022
Measuring Data
We identify the task of measuring data to quantitatively characterize th...
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11/03/2022
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model
Progress in machine learning (ML) comes with a cost to the environment, ...
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08/24/2022
Bugs in the Data: How ImageNet Misrepresents Biodiversity
ImageNet-1k is a dataset often used for benchmarking machine learning (M...
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06/10/2022
Measuring the Carbon Intensity of AI in Cloud Instances
By providing unprecedented access to computational resources, cloud comp...
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05/04/2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology
The recent emergence and adoption of Machine Learning technology, and sp...
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04/11/2022
Metaethical Perspectives on 'Benchmarking' AI Ethics
Benchmarks are seen as the cornerstone for measuring technical progress ...
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10/18/2021
The Problem of Zombie Datasets:A Framework For Deprecating Datasets
What happens when a machine learning dataset is deprecated for legal, et...
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10/06/2021
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
Climate change is a major threat to humanity, and the actions required t...
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08/11/2021
Ensuring the Inclusive Use of Natural Language Processing in the Global Response to COVID-19
Natural language processing (NLP) plays a significant role in tools for ...
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05/06/2021