Le Ngoc Thang

A method to utilize prior knowledge for extractive summarization based on pre-trained language models

2024 · Vietnam Journal of Science and Technology/Science and Technology

This paper presents a novel model for extractive summarization that integrates context representation from a pre-trained language model (PLM), such as BERT, with prior knowledge derived from unsupervised learning methods. Sentence importance assessment is crucial …