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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



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