Comments on: More fun with topic modeling

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By: Travis Brown

Travis Brown — Thu, 11 Apr 2013 00:24:01 +0000

Hi Paul,

It definitely looks like something odd is going on here. If you’re not seeing things settle down after just 1k iterations it’s not likely that more will help.

What’s the per-token log-likelihood doing? Do you see the same thing with hyperparameter estimation turned on (e.g. “–optimize-interval 10″)? How are you dividing the text up into documents? Are you using a Latin stopword list?

Also, if you have enough text, you should expect to see different forms of a word grouping together, even in a highly-inflected language like Latin. The fact that you don’t see this in your example topics is also a little worrying.

Is the script that generates the input to MALLET in your repo? At a glance I don’t see it. I’d be happy to give it a shot.

By: Matthew Kirschenbaum

Matthew Kirschenbaum — Wed, 10 Apr 2013 18:49:44 +0000

Thanks for this, Paul. I have you asked Travis about the lack of convergence?