Key Factors of Email Subject Generation

Automatic email subject generation is of great significance to both the recipient and the email system. The method of using deep neural network to solve the automatically generated task of email subject line has been proposed recently. We experimentally explored the performance impact of multiple el...

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Bibliographic Details
Published inNeural Information Processing Vol. 1332; pp. 668 - 675
Main Authors Xue, Mingfeng, Zhang, Hang, Lv, Jiancheng
Format Book Chapter
LanguageEnglish
Published Switzerland Springer International Publishing AG 2020
Springer International Publishing
SeriesCommunications in Computer and Information Science
Subjects
Email subject generation
Hierarchical architecture
Natural Language Processing
Online AccessGet full text
ISBN9783030638191
3030638197
ISSN1865-0929
1865-0937
DOI10.1007/978-3-030-63820-7_76

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Summary:Automatic email subject generation is of great significance to both the recipient and the email system. The method of using deep neural network to solve the automatically generated task of email subject line has been proposed recently. We experimentally explored the performance impact of multiple elements in this task. These experimental results will provide some guiding significance for the future research of this task. As far as we know, this is the first work to study and analyze the effects of related elements.
ISBN:9783030638191
3030638197
ISSN:1865-0929
1865-0937
DOI:10.1007/978-3-030-63820-7_76