Share Site Map Contact us Home Page
Home > Theory > White Papers > Conversing with stochastic language ...

Research Plan

Applied Philosophy

The Child Machine

White Papers


Introduction to Social Solipsism (off topic?)
White Papers
Conversing with stochastic language models
In this paper we look at the problem of conversation simulation via stochastic language modeling. In particular, we show how a stochastic language model may be used to discover constraints which are beneficial when using the model generatively in the context of conversation simulation, we introduce a goal-oriented language model which is conductive to having its generations constrained in this way, and we discuss how the UpWrite, a technique borrowed from the field of syntactic pattern recognition, may be used to abstract the modelís representation of user input by discovering higher-level structure in the observed data.
full article in PDF format
  Printable verion
  Download Acrobat