Bug Found In EM Code
I found a bug in my rewritten EM Code.
When I was updating u, the denominator was wrong. I shouldnt use num of features in it, as u is dependent on the position of feature. I should use the number of distinctive features on that position instead. so that the summation can be 1.
the retested using topic number = 20 on senseval2 is 62.2% (higher than the wrong 61.9%)
still need to turn on/off pos/word to see the effect.
When I was updating u, the denominator was wrong. I shouldnt use num of features in it, as u is dependent on the position of feature. I should use the number of distinctive features on that position instead. so that the summation can be 1.
the retested using topic number = 20 on senseval2 is 62.2% (higher than the wrong 61.9%)
still need to turn on/off pos/word to see the effect.

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