A Combined Extractive With Abstractive Model for Summarization

A Combined Extractive With Abstractive Model for Summarization

Aiming at the difficulties in document-level summarization, this paper presents a two-stage, extractive and then abstractive summarization model. In the first stage, we extract the important sentences by combining sentences similarity matrix (only used for the first time) or pseudo-title, which take...

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Bibliographic Details
Main Authors: Wenfeng Liu, Yaling Gao, Jinming Li, Yuzhen Yang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Extractive summarization
abstractive summarization
beam search
word embeddings
Online Access:https://ieeexplore.ieee.org/document/9380377/

Internet

https://ieeexplore.ieee.org/document/9380377/

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