Before revision:  Instead of making predictions with the natural languagequery only, we ask the user for additional information using a small number of binary and multiple-choice questionsin order to better help users accomplish their goals while minimizing their effort .
After revision:  Instead of making predictions with the natural languagequery only, we ask the user for additional information using binary or multi-choice questions .