PatentNet: multi-label classification of patent documents using deep learning based language understanding
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 …
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
Various studies have focused on feature extraction methods for automatic patent
classification in recent years. However, most of these approaches are based on the …
classification in recent years. However, most of these approaches are based on the …
Multi-label patent classification using attention-aware deep learning model
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 …
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 …
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 …
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 …
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 …
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 …
y oficinas nacionales competentes de diferentes paises viene contribuyendo a la …