1313 search results - page 25 / 263 » Intelligent Selection of Language Model Training Data |
125
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ICPR
2010
IEEE
15 years 7 months ago
2010
IEEE
Abstract—Due to their ability to model sequential data without making unnecessary independence assumptions, conditional random fields (CRFs) have become an increasingly popular ...
136
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AAAI
2006
15 years 3 months ago
2006
This paper presents multi-conditional learning (MCL), a training criterion based on a product of multiple conditional likelihoods. When combining the traditional conditional proba...
104
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AIED
2005
Springer
15 years 8 months ago
2005
Springer
We have developed a method to identify when a student essay is off-topic, i.e. the essay does not respond to the test question topic. This task is motivated by a real-world problem...
123
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CIDM
2009
IEEE
15 years 9 months ago
2009
IEEE
— Both theory and a wealth of empirical studies have established that ensembles are more accurate than single predictive models. Unfortunately, the problem of how to maximize ens...
132
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KDD
2009
ACM
16 years 3 months ago
2009
ACM
Classification is a core task in knowledge discovery and data mining, and there has been substantial research effort in developing sophisticated classification models. In a parall...