A Memory-Based Sentence Split and Rephrase Model with Multi-task Training

• Published in: Neural Information Processing Vol. 12532; pp. 643 - 654
• Main Authors: Fan, Xiaoning, Liu, Yiding, Liu, Gongshen, Su, Bo
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2020; Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: Memory gate; Multi-task; Split and rephrase; VAE

The task of sentence split and rephrase refers to breaking down a complex sentence into some simple sentences with the same semantic information, which is a basic preprocess method for simplification in many natural language processing (NLP) fields. Previous works mainly focus on applying convention...