Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face
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2401.13822
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Published
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1
Papers I Have Read
A list of papers that have moved off my reading list
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Attention Is All You Need
Paper • 1706.03762 • Published • 59 -
HuggingFace's Transformers: State-of-the-art Natural Language Processing
Paper • 1910.03771 • Published • 19 -
Model Cards for Model Reporting
Paper • 1810.03993 • Published • 5 -
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
Paper • 2210.01970 • Published • 12 -
Datasets: A Community Library for Natural Language Processing
Paper • 2109.02846 • Published • 14 -
Machine Learning Operations (MLOps): Overview, Definition, and Architecture
Paper • 2205.02302 • Published • 1 -
Adam: A Method for Stochastic Optimization
Paper • 1412.6980 • Published • 2 -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 17 -
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Paper • 2406.17557 • Published • 96 -
Protecting Human Cognition in the Age of AI
Paper • 2502.12447 • Published • 4 -
Toward an Evaluation Science for Generative AI Systems
Paper • 2503.05336 • Published • 1 -
Unsupervised Cross-lingual Representation Learning at Scale
Paper • 1911.02116 • Published • 1