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» Evaluating Summaries Automatically - A system Proposal
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IPM
2007
99views more  IPM 2007»
13 years 4 months ago
Older versions of the ROUGEeval summarization evaluation system were easier to fool
We show some limitations of the ROUGE evaluation method for automatic summarization. We present a method for automatic summarization based on a Markov model of the source text. By...
Jonas Sjöbergh
ACL
2007
13 years 6 months ago
Support Vector Machines for Query-focused Summarization trained and evaluated on Pyramid data
This paper presents the use of Support Vector Machines (SVM) to detect relevant information to be included in a queryfocused summary. Several SVMs are trained using information fr...
María Fuentes Fort, Enrique Alfonseca, Hora...
TASLP
2010
108views more  TASLP 2010»
13 years 3 months ago
Exploring Correlation Between ROUGE and Human Evaluation on Meeting Summaries
Abstract—Automatic summarization evaluation is very important to the development of summarization systems. In text summarization, ROUGE has been shown to correlate well with huma...
Feifan Liu, Yang Liu
ICDE
2008
IEEE
152views Database» more  ICDE 2008»
13 years 11 months ago
Automated generation of object summaries from relational databases: A novel keyword searching paradigm
— This paper introduces a novel keyword searching paradigm in Relational Databases (DBs), where the result of a search is a ranked set of Object Summaries (OSs). An OS summarizes...
Georgios John Fakas
ACL
2008
13 years 6 months ago
Correlation between ROUGE and Human Evaluation of Extractive Meeting Summaries
Automatic summarization evaluation is critical to the development of summarization systems. While ROUGE has been shown to correlate well with human evaluation for content match in...
Feifan Liu, Yang Liu