Non-linear models in NLPmy biased thoughts on the fields of natural language processing (NLP), computational linguistics (CL) and related topics (machine learning, math, funding, etc.) If you talk to (many) "real" machine learning people, they express profound disbelief that almost everything we do in NLP is based on linear classifiers (maxent/lr, svms, perceptron, etc.). We only rarely use kernels and, while decision tr
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incep 2011/04/28
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