The past week for me has been mostly reading Speech and Language Processing (3rd ed. draft) from Dan Jurafsky and James H Martin, which I have referenced before. Check the Papers List to see everything I have been reading.

It seems that 3 main NLP concepts are candidates for a tweet generation system: Context-Free Grammar, Semantic Role labeling, and Hidden Markov Model.

The pressing task is now creation of tenable architectures for generating a tweet!