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COLING
2010
12 years 12 months ago
Towards a Unified Approach to Simultaneous Single-Document and Multi-Document Summarizations
Single-document summarization and multidocument summarization are very closely related tasks and they have been widely investigated independently. This paper examines the mutual i...
Xiaojun Wan
COLING
2010
12 years 12 months ago
Multi-Document Summarization via the Minimum Dominating Set
Multi-document summarization aims to distill the most important information from a set of documents to generate a compressed summary. Given a sentence graph generated from a set o...
Chao Shen, Tao Li
ACL
2009
13 years 2 months ago
An Integrated Multi-document Summarization Approach based on Word Hierarchical Representation
This paper introduces a novel hierarchical summarization approach for automatic multidocument summarization. By creating a hierarchical representation of the words in the input do...
Ouyang You, Wenjie Li, Qin Lu
ACL
2011
12 years 8 months ago
A Class of Submodular Functions for Document Summarization
We design a class of submodular functions meant for document summarization tasks. These functions each combine two terms, one which encourages the summary to be representative of ...
Hui Lin, Jeff Bilmes
SIGIR
2002
ACM
13 years 4 months ago
Cross-document summarization by concept classification
In this paper we describe a Cross Document Summarizer XDoX designed specifically to summarize large document sets (50-500 documents and more). Such sets of documents are typically...
Hilda Hardy, Nobuyuki Shimizu, Tomek Strzalkowski,...