We'll talk about homework problems 2 and 3. Stephen O'Connell sent his solutions.
In the context of these homework problems - Walter and Stephen both found interesting articles on matrix factorization. Here are the papers they found. svd-kalmanIntro.pdf SIAMSEAS-NMF.pdf
We'll also cover named entity recognition (NER). Here are some links for that.