Factuality Guided Diffusion-Based Abstractive Summarization

Abstractive summarization models are required to generate summaries that maintain factual consistency with the source text and exhibit high diversity to be applicable in practical applications. Existing models, which are based on pre-trained sequence-to-sequence or text diffusion approaches, general...

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Bibliographic Details
Main Authors: Jeongwan Shin, Hyeyoung Park, Hyun-Je Song
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10689582/