Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization

• DOI: 10.48550/arxiv.2108.13741
• Publication Date: 2021-01-01
• Authors: Huy Quoc To; Kiet Van Nguyen; Ngan Luu-Thuy Nguyen; Anh Gia-Tuan Nguyen
• Keywords: Vietnamese

Recent researches have demonstrated that BERT shows potential in a wide range of natural language processing tasks. It is adopted as an encoder for many state-of-the-art automatic summarizing systems, which achieve excellent performance. However, so far, there not much work done Vietnamese. In this paper, we showcase how can be implemented extractive text summarization Vietnamese on multi-document. We introduce novel comparison between different multilingual and monolingual models. The experiment results indicate models produce promising compared to other previous