36 search results - page 1 / 8 » Single Document Summarization with Document Expansion |
14
Voted
AAAI
2007
13 years 7 months ago
2007
Existing methods for single document summarization usually make use of only the information contained in the specified document. This paper proposes the technique of document expa...
ACL
2006
13 years 6 months ago
2006
We present BAYESUM (for "Bayesian summarization"), a model for sentence extraction in query-focused summarization. BAYESUM leverages the common case in which multiple do...
COLING
2010
12 years 12 months ago
2010
Single-document summarization and multidocument summarization are very closely related tasks and they have been widely investigated independently. This paper examines the mutual i...
EMNLP
2007
13 years 6 months ago
2007
We present a new approach to automatic summarization based on neural nets, called NetSum. We extract a set of features from each sentence that helps identify its importance in the...
IUI
2009
ACM
14 years 1 months ago
2009
ACM
We propose a new document summarization algorithm which is personalized. The key idea is to rely on the attention (reading) time of individual users spent on single words in a doc...