555 search results - page 1 / 111 » Extracting Important Sentences with Support Vector Machines |
COLING
2002
13 years 4 months ago
2002
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 ...
ICTAI
2010
IEEE
13 years 2 months ago
2010
IEEE
Recent work in the field of machine translation (MT) evaluation suggests that sentence level evaluation based on machine learning (ML) can outperform the standard metrics such as B...
NAACL
2010
13 years 2 months ago
2010
We present a new method that compresses sentences by removing words. In a first stage, it generates candidate compressions by removing branches from the source sentence's dep...
BMCBI
2005
13 years 4 months ago
2005
Background: Automated information extraction from biomedical literature is important because a vast amount of biomedical literature has been published. Recognition of the biomedic...
ICPR
2006
IEEE
14 years 5 months ago
2006
IEEE
Recently, the area of rule extraction from support vector machines (SVMs) has been explored. One important indication of the success of a rule extraction method is the performance...