Recent advances in document summarization

doi:10.1007/s10115-017-1042-4

CORC > 北京大学 > 信息科学技术学院

	Recent advances in document summarization
	Yao, Jin-ge ; Wan, Xiaojun ; Xiao, Jianguo
刊名	KNOWLEDGE AND INFORMATION SYSTEMS
	2017
关键词	Document summarization Natural language generation Natural language processing Text mining SENTENCE
DOI	10.1007/s10115-017-1042-4
英文摘要	The task of automatic document summarization aims at generating short summaries for originally long documents. A good summary should cover the most important information of the original document or a cluster of documents, while being coherent, non-redundant and grammatically readable. Numerous approaches for automatic summarization have been developed to date. In this paper we give a self-contained, broad overview of recent progress made for document summarization within the last 5 years. Specifically, we emphasize on significant contributions made in recent years that represent the state-of-the-art of document summarization, including progress on modern sentence extraction approaches that improve concept coverage, information diversity and content coherence, as well as attempts from summarization frameworks that integrate sentence compression, and more abstractive systems that are able to produce completely new sentences. In addition, we review progress made for document summarization in domains, genres and applications that are different from traditional settings. We also point out some of the latest trends and highlight a few possible future directions.; National Hi-Tech Research and Development Program (863 Program) of China [2015AA015403]; National Natural Science Foundation of China [61331011]; IBM Global Faculty Award Program; SCI(E); SSCI; ARTICLE; 2; 297-336; 53
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/468928]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Yao, Jin-ge,Wan, Xiaojun,Xiao, Jianguo. Recent advances in document summarization[J]. KNOWLEDGE AND INFORMATION SYSTEMS,2017.
APA	Yao, Jin-ge,Wan, Xiaojun,&Xiao, Jianguo.(2017).Recent advances in document summarization.KNOWLEDGE AND INFORMATION SYSTEMS.
MLA	Yao, Jin-ge,et al."Recent advances in document summarization".KNOWLEDGE AND INFORMATION SYSTEMS (2017).