PatentNet: multi-label classification of patent documents using deep learning based language understanding

A Haghighian Roudsari, J Afshar, W Lee, S Lee - Scientometrics, 2022 - Springer
Patent classification is an expensive and time-consuming task that has conventionally been
performed by domain experts. However, the increase in the number of filed patents and the …

A hierarchical feature extraction model for multi-label mechanical patent classification

J Hu, S Li, J Hu, G Yang - Sustainability, 2018 - mdpi.com
Various studies have focused on feature extraction methods for automatic patent
classification in recent years. However, most of these approaches are based on the …

Multi-label patent classification using attention-aware deep learning model

AH Roudsari, J Afshar, CC Lee… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
Patent classification is challenging and essential for any further patent analysis task. We
tackle the classification task on lower level patent classification (subgroup level) by using …

Methods of statistical and semantic patent analysis

D Korobkin, S Fomenkov, A Kravets… - Creativity in Intelligent …, 2017 - Springer
In the paper, authors proposed a methodology to solve the problem of prior art patent
search, consists of a statistical and semantic analysis of patent documents, machine …

Analysis of the effect of data properties in automated patent classification

JC Gomez - Scientometrics, 2019 - Springer
Patent classification is a task performed in patent offices around the world by experts, where
they assign category codes to a patent application based on its technical content …

[PDF][PDF] Prior art candidate search on base of statistical and semantic patent analysis

DM Korobkin, S Fomenkov, AG Kravets… - Multi Conference on …, 2017 - researchgate.net
In paper authors proposed a methodology to solve problem of prior art patent search,
consists of statistical and semantic analysis of patent documents, and calculation of …

[PDF][PDF] Improving Patent Classification using AI-Generated Summaries

N Yoshikawa, R Krestel - 2024 - ipr.informatik.uni-kiel.de
This study investigates the effectiveness of using summaries generated by large language
models (AI-generated summaries) to improve the performance of automatic patent …

Use of Intelligent Systems (AI) for IP Registrer Office

E Garcia Rodriguez, D Duque Arias, R Manrique… - Rev. Prop …, 2020 - HeinOnline
El uso de sistemas inteligentes en el registro de la propiedad industrial por parte de la OMPI
y oficinas nacionales competentes de diferentes paises viene contribuyendo a la …