Extraction and linking of motivation, specification and structure of inventions for early design use

P Jiang, M Atherton, S Sorce - Journal of Engineering Design, 2023 - Taylor & Francis
Novel design creations often exist in the form of patents. It is well acknowledged that patents
are a great source of design inspiration, therefore designers are encouraged to engage …

Multi label classification of Artificial Intelligence related patents using Modified D2SBERT and Sentence Attention mechanism

Y Yoo, TS Heo, D Lim, D Seo - arXiv preprint arXiv:2303.03165, 2023 - arxiv.org
Patent classification is an essential task in patent information management and patent
knowledge mining. It is very important to classify patents related to artificial intelligence …

Patent Classification Using BERT-for-Patents on USPTO

R Chikkamath, VR Parmar, Y Otiefy… - Proceedings of the 2022 …, 2022 - dl.acm.org
Domain-specific complex nature of patent text, unique drafting styles of patent applicants,
and mammoth volume of patent data makes classification a challenging task. To become a …

Recomendação ordenada de classes de patentes por meio da técnica de Embedding

RB Guedes - 2023 - repositorio.ufsc.br
Patentes representam uma fonte de informação valiosa quanto às invenções tecnológicas e
possibilidades de análises em variados cenários com o objetivo de auxiliar na tomada de …

An Innovation Analysis of Semantic Text Classification Using Deep Belief Networks

S Mishra, NRS Jebaraj… - … on Optimization Computing …, 2024 - ieeexplore.ieee.org
The study of Semantic textual content class (STC) is regularly a critical component of natural
Language Processing (NLP). It looks at what is particularly critical in regions, including …