Log-Linear Learning in NLP Applications

What was the tag we assigned to the previous word in the sequence? (If it was DT, we are probably more likely to assign to the current word a JJ or NN than a VBD tag). ... NLP specific issues. Lots of features. Current software packages can handle millions of features. Storing features arrays can be though expensive (memory wise) Lots of ... ................
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