A Use Case of Patent Classification Using Deep Learning with Transfer Learning

A Use Case of Patent Classification Using Deep Learning with Transfer Learning

Patent classification is one of the areas in Intellectual Property Analytics (IPA), and a growing use case since the number of patent applications has been increasing worldwide. We propose using machine learning algorithms to classify Portuguese patents and evaluate the performance of transfer learn...

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Bibliographic Details
Main Authors: Henriques Roberto, Ferreira Adria, Castelli Mauro
Format: Article
Language:English
Published: Sciendo 2022-08-01
Series:Journal of Data and Information Science
Subjects:
natural language processing (nlp)
patent classification
transfer learning
bi-directional encoder representations for transformers (bert)
Online Access:https://doi.org/10.2478/jdis-2022-0015

Internet

https://doi.org/10.2478/jdis-2022-0015

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