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Mar, 2022
基于集成分类器的自动单标签专利分类
Automated Single-Label Patent Classification using Ensemble Classifiers
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Eleni Kamateri, Vasileios Stamatis, Konstantinos Diamantaras, Michail Salampasis
TL;DR
本文使用词向量和深度学习技术研究专利分类的任务,并尝试使用不同的特征表示和基于专利文件不同部分的集成分类器。结果表明,与目前最先进的独立解决方案相比,分类器的集成架构显著优于独立解决方案。
Abstract
Many thousands of patent applications arrive at patent offices around the world every day. One important subtask when a patent application is submitted is to assign one or more
classification codes
from the complex and hierarchical
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