Collaboration or Corporate Capture? Quantifying NLP's Reliance on Industry Artifacts and Contributions

Will Aitken, Mohamed Abdalla, Karen Rudie +1

Impressive performance of pre-trained models has garnered public attention and made news headlines in recent years. Almost always, these models are produced by or in collaboration…