DeepType: On-Device Deep Learning for Input Personalization Service with Minimal Privacy Concern

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, pp. 1-26, 2018.

Cited by: 20|Views137
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Abstract:

Mobile users spend an extensive amount of time on typing. A more efficient text input instrument brings a significant enhancement of user experience. Deep learning techniques have been recently applied to suggesting the next words of input, but to achieve more accurate predictions, these models should be customized for individual users. P...More

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