Natural Language Processing with DeepPavlov Library and Additional Semantic Features

被引：1

作者：

Sattarov, Oleg ^{[1
]}

机构：

[1] Moscow Inst Phys & Technol, Moscow, Russia

来源：

ARTIFICIAL INTELLIGENCE | 2019年 / 11866卷

关键词：

Neural networks; Natural language processing; Named entity recognition; DeepPavlov;

D O I：

10.1007/978-3-030-33274-7_10

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper some basic methods of NER task managing in DeepPavlov library along with new neural network modifications with additional semantic features are observed. Means of DeepPavlov library were slightly improved and applied to new dataset with unique additional features, which caused feasible improvement of the neural model.

引用

页码：146 / 159

页数：14