Perhaps. What alternative would you suggest? The search terms are fuzzy, and there are too many variants (not exactly misspellings) for me to encode them explicitly. So I thought I'd rather learn from a crowd-sourced corpus.

In my case, I don't want the model to be general. I can afford for it to be like a database index, tailored to that data.