News headline generation based on improved decoder from transformer

Abstract Most of the news headline generation models that use the sequence-to-sequence model or recurrent network have two shortcomings: the lack of parallel ability of the model and easily repeated generation of words. It is difficult to select the important words in news and reproduce these expres...

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Bibliographic Details
Main Authors: Zhengpeng Li, Jiansheng Wu, Jiawei Miao, Xinmiao Yu
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-15817-z