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» A Trainable Document Summarizer
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ACL
2009
13 years 5 months ago
Creating a Gold Standard for Sentence Clustering in Multi-Document Summarization
Sentence Clustering is often used as a first step in Multi-Document Summarization (MDS) to find redundant information. All the same there is no gold standard available. This paper...
Johanna Geiss
NAACL
2003
13 years 8 months ago
QCS: A Tool for Querying, Clustering, and Summarizing Documents
The QCS information retrieval (IR) system is presented as a tool for querying, clustering, and summarizing document sets. QCS has been developed as a modular development framework...
Daniel M. Dunlavy, John M. Conroy, Dianne P. O'Lea...
IPM
2007
84views more  IPM 2007»
13 years 7 months ago
Multi-candidate reduction: Sentence compression as a tool for document summarization tasks
This article examines the application of two single-document sentence compression techniques to the problem of multi-document summarization—a “parse-and-trim” approach and a...
David M. Zajic, Bonnie J. Dorr, Jimmy J. Lin, Rich...
ICDE
2008
IEEE
113views Database» more  ICDE 2008»
14 years 1 months ago
A rank-rewrite framework for summarizing XML documents
Abstract— With XML becoming a standard for data representation and exchange, we can expect to see large scale repositories and warehouses of XML data. In order for users to under...
Maya Ramanath, Kondreddi Sarath Kumar
AI
2007
Springer
14 years 1 months ago
Fuzzy Clustering for Topic Analysis and Summarization of Document Collections
Abstract. Large document collections, such as those delivered by Internet search engines, are difficult and time-consuming for users to read and analyse. The detection of common an...
René Witte, Sabine Bergler