July 10, 2012

A few weeks ago, I went to Québec Ouvert Hackathon 3.3, and I was most interested by Michael Mulley’s Open Parliament. One possible addition to the project is to use cross-referencing of entries based not only on the parliament-supplied subject tags but also on the content of the text itself.

One possibility is to learn embeddings on bags of words but on stemmed words to reduce the dimensionality of the one-hot vector, essentially a bitmap where the bit corresponding to a word is set to 1 if it appears in the bag of words. So, let us start at the beginning, stemming.

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