37 citations · 43 across the 5 of their papers we have counts for
5 papers
Neural Search Space in Gboard Decoder
Yanxiang Zhang, Yuanbo Zhang, Haicheng Sun +4
Gboard Decoder produces suggestions by looking for paths that best match input touch points on the context aware search space, which is backed by the language Finite State Transduc…
Can Capacitive Touch Images Enhance Mobile Keyboard Decoding?
Piyawat Lertvittayakumjorn, Shanqing Cai, Billy Dou +2
Capacitive touch sensors capture the two-dimensional spatial profile (referred to as a touch heatmap) of a finger's contact with a mobile touchscreen. However, the research and des…
Proofread: Fixes All Errors with One Tap
Renjie Liu, Yanxiang Zhang, Yun Zhu +6
The impressive capabilities in Large Language Models (LLMs) provide a powerful approach to reimagine users' typing experience. This paper demonstrates Proofread, a novel Gboard fea…
Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation
Susan Lin, Jeremy Warner, J. D. Zamfirescu-Pereira +8
Dictation enables efficient text input on mobile devices. However, writing with speech can produce disfluent, wordy, and incoherent text and thus requires heavy post-processing. Th…
Private Federated Learning in Gboard
Yuanbo Zhang, Daniel Ramage, Zheng Xu +3
This white paper describes recent advances in Gboard(Google Keyboard)'s use of federated learning, DP-Follow-the-Regularized-Leader (DP-FTRL) algorithm, and secure aggregation tech…