Higgs, Matthew, Mccallum, Claire, Sutton, Selina and Warner, Mark (2021) RE-AIMing Predictive Text. In: Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing. Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing . Association for Computational Linguistics, Stroudsburg, US, pp. 109-115.
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Abstract
Our increasing reliance on mobile applications means much of our communication is mediated with the support of predictive text systems. How do these systems impact interpersonal communication and broader society? In what ways are predictive text systems harmful, to whom, and why? In this paper, we focus on predictive text systems on mobile devices (Figure 1) and attempt to answer these questions. We introduce the concept of a ‘text entry intervention’ as a way to evaluate predictive text systems through an interventional lens, and consider the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) of predictive text systems. We finish with a discussion of opportunities for NLP.
| Item Type: | Book Section |
|---|---|
| Subjects: | G400 Computer Science J900 Others in Technology L900 Others in Social studies |
| Department: | Faculties > Engineering and Environment > Computer and Information Sciences Faculties > Health and Life Sciences > Social Work, Education and Community Wellbeing |
| Related URLs: | |
| Depositing User: | John Coen |
| Date Deposited: | 14 May 2021 08:05 |
| Last Modified: | 31 Jul 2021 16:16 |
| URI: | http://nrl.northumbria.ac.uk/id/eprint/46165 |
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