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Fix training tips
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@ -118,8 +118,8 @@ p
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| #[+a("https://cseweb.ucsd.edu/~yfreund/papers/LargeMarginsUsingPerceptron.pdf") Freund and Schapire (1999)],
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| popularised in the NLP community by
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| #[+a("http://www.aclweb.org/anthology/P04-1015") Collins (2002)],
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| explained in more detail by
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| #[+a("http://leon.bottou.org/projects/sgd") Leon Botto]. Just about the
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| and explained in more detail by
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| #[+a("http://leon.bottou.org/projects/sgd") Leon Bottou]. Just about the
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| only other people who seem to be using this for neural network training
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| are the SyntaxNet team (one of whom is Michael Collins) – but it really
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| seems to work great on every problem.
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