Research Article

A Neural Network Approach to Intention Modeling for User-Adapted Conversational Agents

Table 1

Results of the high-level dialogue features defined for the comparison of the baseline and user-adapted systems.

ā€‰ Baseline system User-adapted system

%success 85% 97%
nCE 0.83 0.90
nNCE 0.18 0.09
%ECR 81% 92%
avgturn/dial 12.2 8.1
%diff 85% 83%
#repMS 5 8
#turnsMS 9 7
#turnsSh 7 7
#turnsLo 17 15