Query-based text summarization is an important real world problem that requires to condense the prolix text data into a summary under the guidance of the query information provided by users. The topic has been studied for a long time and there are many existing interesting research related to query-based text summarization. Yet much of the work is not systematically surveyed. This survey aims at summarizing some interesting work in query-based text summarization methods as well as related generic text summarization methods. Not all taxonomies in this paper exist the related work to the best of our knowledge and some analysis will be presented.
翻译:基于查询的文本摘要是重要的现实世界问题,其目标是在用户提供的查询信息引导下,将冗长的文本数据浓缩为摘要。该课题已被长期研究,存在大量与基于查询的文本摘要相关的有趣工作。然而现有研究尚未得到系统性梳理。本综述旨在总结基于查询的文本摘要方法及相关通用文本摘要方法中的代表性工作。据我们所知,本文涉及的分类体系并非均存在对应研究,文中将对此进行相应分析。