Jiacheng Xu

Neural Extractive Text Summarization with Syntactic Compression

2019

Jiacheng Xu, Greg Durrett. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.

Discourse-Aware Neural Extractive Text Summarization

2020

Recently BERT has been adopted for document encoding in state-of-the-art text summarization models. However, sentence-based extractive models often result in redundant or uninformative phrases in the extracted summaries. Also, long-range dependencies throughout a document are …