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» A Trainable Document Summarizer
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HICSS
2000
IEEE
118views Biometrics» more  HICSS 2000»
13 years 12 months ago
Discourse Segmentation in Aid of Document Summarization
This paper describes work to enhance a sentencebased summarizer with notions of salience, dynamicallyadjustable summary size, discourse segmentation, and awareness of topic shifts...
Branimir Boguraev, Mary S. Neff
ACL
1998
13 years 8 months ago
Automatic Text Summarization Based on the Global Document Annotation
The GDA (Global Document Annotation) project proposes a tag set which allows machines to automatically infer the underlying semantic/pragmatic structure of documents. Its objectiv...
Katashi Nagao, Kôiti Hasida
TAL
2010
Springer
13 years 5 months ago
Summarization as Feature Selection for Document Categorization on Small Datasets
Abstract. Most common feature selection techniques for document categorization are supervised and require lots of training data in order to accurately capture the descriptive and d...
Emmanuel Anguiano-Hernández, Luis Villase&n...
ACL
2010
13 years 5 months ago
Cross-Language Document Summarization Based on Machine Translation Quality Prediction
Cross-language document summarization is a task of producing a summary in one language for a document set in a different language. Existing methods simply use machine translation ...
Xiaojun Wan, Huiying Li, Jianguo Xiao
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...