limitations question: how do you handle Natural Language Processing?

[phoebespark]

I have been exploring Natural Language Processing and wanted to ask people who have tried it in practice.

I am particularly interested in limitations and customisation. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What would you tell someone trying this for the first time?