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202
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JMLR
2011
15 years 1 months ago
2011
We develop, analyze, and test a training algorithm for support vector machine classifiers without offset. Key features of this algorithm are a new, statistically motivated stoppi...
152
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
This paper presents a nativeness classifier for English. The detector was developed and tested with TED Talks collected from the web, where the major non-native cues are in terms...
180
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
Model M, a novel class-based exponential language model, has been shown to significantly outperform word n-gram models in state-of-the-art machine translation and speech recognit...
214
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AI
2008
Springer
15 years 7 months ago
2008
Springer
This article is inspired by recent psychological studies confirming that a child is not born a blank slate but has important innate capabilities. An important part of the "le...
229
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ACSAC
2007
IEEE
16 years 1 months ago
2007
IEEE
We present an extension of traditional "black box" fuzz testing using a genetic algorithm based upon a Dynamic Markov Model fitness heuristic. This heuristic allows us t...