Before revision: Natural language systems often rely on a single, potentially ambiguous input to make one final prediction, which may simplify the problem but degrade end user experience. 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: We study the potential for interaction in natural language classification. We add a limited form of interaction for intent classification, where users provide an initial query using natural language, and the system asks 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 .