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» Using topic themes for multi-document summarization
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COLING
2010
13 years 10 days ago
Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization
Multi-document summarization aims to produce a concise summary that contains salient information from a set of source documents. In this field, sentence ranking has hitherto been ...
Xiaoyan Cai, Wenjie Li, Ouyang You, Hong Yan
ACL
2006
13 years 6 months ago
Topic-Focused Multi-Document Summarization Using an Approximate Oracle Score
We consider the problem of producing a multi-document summary given a collection of documents. Since most successful methods of multi-document summarization are still largely extr...
John M. Conroy, Judith D. Schlesinger, Dianne P. O...
ACL
2009
13 years 3 months ago
Multi-Document Summarization using Sentence-based Topic Models
Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong
SIGIR
2008
ACM
13 years 5 months ago
Latent dirichlet allocation based multi-document summarization
Extraction based Multi-Document Summarization Algorithms consist of choosing sentences from the documents using some weighting mechanism and combining them into a summary. In this...
Rachit Arora, Balaraman Ravindran
TOIS
2010
52views more  TOIS 2010»
13 years 1 days ago
Using topic themes for multi-document summarization
Sanda M. Harabagiu, V. Finley Lacatusu