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» The Challenges of Automatic Summarization
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ICDAR
2003
IEEE
13 years 11 months ago
Web Page Summarization for Handheld Devices: A Natural Language Approach
Summarization of web pages is a very interesting topic from both academic and commercial point of view. Academically, it is challenging to create a summary of a document (e.g. a w...
Hassan Alam, Rachmat Hartono, Aman Kumar, Ahmad Fu...
TSD
2010
Springer
13 years 4 months ago
Evaluation of a Sentence Ranker for Text Summarization Based on Roget's Thesaurus
Abstract. Evaluation is one of the hardest tasks in automatic text summarization. It is perhaps even harder to determine how much a particular component of a summarization system c...
Alistair Kennedy, Stan Szpakowicz
IHI
2012
370views Healthcare» more  IHI 2012»
12 years 1 months ago
FUSE: a system for data-driven multi-level functional summarization of protein interaction networks
Despite recent progress in high-throughput experimental studies, systems level visualization and analysis of large protein interaction networks (ppi) remains a challenging task, g...
Boon-Siew Seah, Sourav S. Bhowmick, Charles Forbes...
JCDL
2011
ACM
244views Education» more  JCDL 2011»
12 years 9 months ago
Product review summarization from a deeper perspective
With product reviews growing in depth and becoming more numerous, it is growing challenge to acquire a comprehensive understanding of their contents, for both customers and produc...
Duy Khang Ly, Kazunari Sugiyama, Ziheng Lin, Min-Y...
COLING
2002
13 years 6 months ago
Extracting Important Sentences with Support Vector Machines
Extracting sentences that contain important information from a document is a form of text summarization. The technique is the key to the automatic generation of summaries similar ...
Tsutomu Hirao, Hideki Isozaki, Eisaku Maeda, Yuji ...