NLP-Based Detection of Mathematics Subject Classification

被引：2

作者：

Dong, Yihe ^{[1
]}

机构：

[1] Wolfram Res, Champaign, IL 61820 USA

来源：

MATHEMATICAL SOFTWARE - ICMS 2018 | 2018年 / 10931卷

关键词：

Text classification; NLP; Neural networks;

D O I：

10.1007/978-3-319-96418-8_18

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

We present a classifier for the Mathematics Subject Classification (MSC) system, combining techniques in unsupervised learning such as nearest neighbors, and supervised learning such as neural networks. We will discuss the challenges presented in the classification task, such as the large number of possible classes, many with overlapping scope; and describe the data processing and experimental methodologies employed.

引用

页码：147 / 155

页数：9

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