How to put less weight on certain words

[Maxim Kupfer]

If I have a field that contains entries with a common word or combination of words that don't make that entity unique, then how do I take them out?

For instance, in the recruiting industry, many companies have the word "staffing" in their name. How would we be able to give this word less weight when training and/or blocking?