Research
Human-Computer-Interaction
Dasher
is a text entry interface currently under development. It uses a PPM compression
algorithm as a basis for language modelling. I've presented a paper on
Dasher at UIST 2000. See below for the postscript.
Language Modelling
I have developed the Dirichlet
Language Model to reduce redundancy.
I have been working on Restricted Boltzmann machines as language
models. These are inspired by Geoff Hinton's Product of Experts
learning algorithm.
I have also developed Neural
Networks as language models. On toy problems, these outperform PPM, the state-of-the
art text compression algorithm.
Papers