reliability question: how do you handle Natural Language Processing?

[emily_5hfd]

There are several ways to approach Natural Language Processing, so I wanted to compare experiences.

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

Which approach would you recommend and why?