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107
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ECIR
2011
Springer
14 years 5 months ago
2011
Springer
Adaptation techniques based on importance weighting were shown effective for RankSVM and RankNet, viz., each training instance is assigned a target weight denoting its importance ...
125
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ISSRE
2010
IEEE
15 years 9 days ago
2010
IEEE
—Driven by market needs and laws, automotive manufacturers develop ever more feature-rich and complex vehicles. This new functionality plays even an active role in driving, what ...
122
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SIGDIAL
2010
14 years 11 months ago
2010
Classifying the dialogue act of a user utterance is a key functionality of a dialogue management system. This paper presents a data-driven dialogue act classifier that is learned ...
104
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KBSE
2010
IEEE
15 years 8 days ago
2010
IEEE
Variability models represent the common and variable features of products in a product line. Several variability modeling languages have been proposed in academia and industry; ho...
113
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ACL
2010
14 years 12 months ago
2010
We investigate a recently proposed Bayesian adaptation method for building style-adapted maximum entropy language models for speech recognition, given a large corpus of written la...