Improved UNILM model based on keyword technique

Xuanming Gai; Fucheng You

doi:10.1117/12.3024639

3 April 2024 Improved UNILM model based on keyword technique

Xuanming Gai, Fucheng You

Proceedings Volume 13078, Second International Conference on Informatics, Networking, and Computing (ICINC 2023); 130780D (2024) https://doi.org/10.1117/12.3024639
Event: Second International Conference on Informatics, Networking, and Computing (ICINC 2023), 2023, Wuhan, China

Abstract

Natural language processing technology refers to the use of mathematical methods and computer technology to model the form, pronunciation, semantics and other information of natural language, so that natural language can be formalized into one or more mathematical expressions. In the study of natural language processing, text summary generation technology belongs to an indispensable branch. This paper combines the TF-IDF algorithm, Textrank algorithm and LDA algorithm with keyword technology on the basis of the existing UNILM model to realize more efficient text summary generation.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Xuanming Gai and Fucheng You "Improved UNILM model based on keyword technique", Proc. SPIE 13078, Second International Conference on Informatics, Networking, and Computing (ICINC 2023), 130780D (3 April 2024); https://doi.org/10.1117/12.3024639

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available