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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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 • 110 -
HuggingFace's Transformers: State-of-the-art Natural Language Processing
Paper • 1910.03771 • Published • 20 -
Model Cards for Model Reporting
Paper • 1810.03993 • Published • 7 -
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
Paper • 2210.01970 • Published • 13 -
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 • 4 -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 25 -
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Paper • 2406.17557 • Published • 100 -
Protecting Human Cognition in the Age of AI
Paper • 2502.12447 • Published • 7 -
Toward an Evaluation Science for Generative AI Systems
Paper • 2503.05336 • Published • 2 -
Unsupervised Cross-lingual Representation Learning at Scale
Paper • 1911.02116 • Published • 3 -
The Lovelace 2.0 Test of Artificial Creativity and Intelligence
Paper • 1410.6142 • Published • 1 -
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Paper • 2506.08872 • Published • 13 -
Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models
Paper • 2503.01781 • Published • 2 -
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper • 2005.11401 • Published • 14