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Shumin Zhai

3 accepted papers

2024

Neural Search Space in Gboard Decoder

EMNLP 2024industry

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 Transducers (FST). The language FST is currently an N-gram language model (LM). However, N-gram LMs, limited in context length,…

Cited by 0SourcePDFScholar
2024

Proofread: Fixes All Errors with One Tap

ACL 2024system demonstrations

The impressive capabilities in Large Language Models (LLMs) provide a powerful approach to reimagine users’ typing experience. This paper demonstrates the Proofread feature in Gboard, a virtual keyboard running on mobile phones. Proofread enables seamless sentence-level and paragraph-level correctio…

Cited by 4SourcePDFScholar
2015

Long short term memory neural network for keyboard gesture decoding

ICASSP 2015accepted

Gesture typing is an efficient input method for phones and tablets using continuous traces created by a pointed object (e.g., finger or stylus). Translating such continuous gestures into textual input is a challenging task as gesture inputs exhibit many features found in speech and handwriting such…

Cited by 0SourceScholar