Predictive Text Encourages Predictable Writing

HCI
NLP
Authors

Kenneth C. Arnold

Krysta Chauncey Krysta

Krzysztof Z. Gajos

Published

March 17, 2020

Abstract
In our lab study, image captions written with predictive text suggestions were shorter and included fewer words that that the system did not predict.

DOI PDF IUI 2020

Abstract

Intelligent text entry systems, including the now-ubiquitous predictive keyboard, can make text entry more efficient, but little is known about how these systems affect the content that people write. To study how predictive text systems affect content, we compared image captions written with different kinds of predictive text suggestions. Our key findings were that captions written with suggestions were shorter and that they included fewer words that that the system did not predict. Suggestions also boosted text entry speed, but with diminishing benefit for faster typists. These findings imply that text entry systems should be evaluated not just by speed and accuracy but also by their effect on the content written.