The Artificial Intelligence Patent Dataset (AIPD)

Artificial Intelligence Patent Dataset (AIPD) on a blue background with an outline of a head.

New working paper and dataset

To help researchers, policymakers, and the public explore the determinants and impacts of artificial intelligence (AI) invention, OCE released a dataset identifying AI in over 13.2 million USPTO patents and pre-grant publications (PGPubs). The dataset, called the Artificial Intelligence Patent Dataset (AIPD), was constructed using machine learning models for eight AI component technologies. The working paper presents the methodology used and several evaluation metrics based on a manual review by patent examiners with focused expertise in AI, and shows that OCE’s machine learning approach achieves superior performance relative to existing alternatives in the literature.

Read more about the new dataset and working paper.


The United States Patent and Trademark Office’s (USPTO) Office of the Chief Economist released 2020 updates for two
The United States Patent and Trademark Office’s (USPTO) Office of the Chief Economist released the Artificial Intelligence Patent
The 2020 update to the United States Patent and Trademark Office (USPTO) Trademark Assignment Dataset is now available
The Office of the Chief Economist (OCE) of the United States Patent and Trademark Office (USPTO) has released

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