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EMNLP
2004
13 years 9 months ago
LexPageRank: Prestige in Multi-Document Text Summarization
Multidocument extractive summarization relies on the concept of sentence centrality to identify the most important sentences in a document. Centrality is typically defined in term...
Günes Erkan, Dragomir R. Radev
EMNLP
2004
13 years 9 months ago
Multi-Document Biography Summarization
In this paper we describe a biography summarization system using sentence classification and ideas from information retrieval. Although the individual techniques are not new, asse...
Liang Zhou, Miruna Ticrea, Eduard H. Hovy
EMNLP
2008
13 years 9 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
COLING
2008
13 years 9 months ago
A Scalable MMR Approach to Sentence Scoring for Multi-Document Update Summarization
We present SMMR, a scalable sentence scoring method for query-oriented update summarization. Sentences are scored thanks to a criterion combining query relevance and dissimilarity...
Florian Boudin, Marc El-Bèze, Juan Manuel T...
EACL
2006
ACL Anthology
13 years 9 months ago
Multi-Document Summarization of Evaluative Text
We present and compare two approaches to the task of summarizing evaluative arguments. The first is a sentence extractionbased approach while the second is a language generation-b...
Giuseppe Carenini, Raymond T. Ng, Adam Pauls