Query Focused Multi Document Summarization

We consider the problem of query-focused multi- document summarization, where a summary containing the information most relevant to a user’s information need is produced from a set of topic-related documents. …...

. The present paper describes the development of a query focused multi-document automatic summarization. A graph is constructed, where the nodes are sentences of the documents and edge scores reflect …...

This paper applies sentence compression models for the task of query-focused multi-document summarization in order to investigate if sentence compression improves the overall summariza- tion performance. Both compression and summarization …...

Graph-based learning algorithms have been shown to be an effective approach for query-focused multi-document summarization (MDS). In this paper, we extend the standard graph ranking algo- rithm by proposing a …...

AbstractIn the Query Focused Multi-Document Summarization (QF-MDS) task, a set of documents and a query are given where the goal is to generate a summary from these documents based on …...