ML Anthology

Language Modeling for Soft Keyboards

Joshua Goodman, Gina Danielle Venolia, Keith Steury, Chauncey Parker
AAAI 2002 pp. 419-424
doi:10.1145/502716.502753 /aaai/2002/goodman2002aaai-language/

Abstract

Language models predict the probability of letter sequences. Soft keyboards are images of keyboards on a touch screen for input on Personal Digital Assistants. When a soft keyboard user hits a key near the boundary of a key position, the language model and key press model are combined to select the most probable key sequence. This leads to an overall error rate reduction by a factor of 1.67 to 1.87. An extended version of this paper [4] is available.

PDF AAAI Semantic Scholar

Cite

Text

Goodman et al. "Language Modeling for Soft Keyboards." AAAI Conference on Artificial Intelligence, 2002. doi:10.1145/502716.502753

Markdown

[Goodman et al. "Language Modeling for Soft Keyboards." AAAI Conference on Artificial Intelligence, 2002.](https://mlanthology.org/aaai/2002/goodman2002aaai-language/) doi:10.1145/502716.502753

BibTeX

@inproceedings{goodman2002aaai-language,
  title     = {{Language Modeling for Soft Keyboards}},
  author    = {Goodman, Joshua and Venolia, Gina Danielle and Steury, Keith and Parker, Chauncey},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2002},
  pages     = {419-424},
  doi       = {10.1145/502716.502753},
  url       = {https://mlanthology.org/aaai/2002/goodman2002aaai-language/}
}