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The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers
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the-embrace-of-open-science-an-analysis-of-a-decade-of-ai-research-and-56-800-conference-papers-8513c5fd·1 events·first seen 25h agoAliases: The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers
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Decade-long analysis of 56,800 AI conference papers finds sixfold increase in code/data sharing
A new arXiv preprint analyzes documentation and reproducibility practices across 56,800 papers from five leading AI conferences between 2014 and 2024. Code and data sharing rose nearly sixfold from 11% to 64%, with estimated reproducibility increasing from 28% to 64% over the same period. Notably, improvements in documentation practices predate the introduction of formal reproducibility checklists, suggesting the shift reflects a broader open-science movement rather than compliance with venue requirements.