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» Multi-document Summarization by Information Distance
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ACL
2009
13 years 3 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
EMNLP
2008
13 years 7 months ago
An Exploration of Document Impact on Graph-Based Multi-Document Summarization
The graph-based ranking algorithm has been recently exploited for multi-document summarization by making only use of the sentence-to-sentence relationships in the documents, under...
Xiaojun Wan
LREC
2010
144views Education» more  LREC 2010»
13 years 7 months ago
A French Human Reference Corpus for Multi-Document Summarization and Sentence Compression
This paper presents two corpora produced within the RPM2 project: a multi-document summarization corpus and a sentence compression corpus. Both corpora are in French. The first on...
Claude de Loupy, Marie Guégan, Christelle A...
ACL
2010
13 years 3 months ago
Automatic Evaluation of Linguistic Quality in Multi-Document Summarization
To date, few attempts have been made to develop and validate methods for automatic evaluation of linguistic quality in text summarization. We present the first systematic assessme...
Emily Pitler, Annie Louis, Ani Nenkova
ICDM
2008
IEEE
172views Data Mining» more  ICDM 2008»
14 years 6 days ago
Latent Dirichlet Allocation and Singular Value Decomposition Based Multi-document Summarization
Multi-Document Summarization deals with computing a summary for a set of related articles such that they give the user a general view about the events. One of the objectives is th...
Rachit Arora, Balaraman Ravindran