Bootstrapping incremental dialogue systems: using linguistic knowledge to learn from minimal data

Dimitrios Kalatzis, Arash Eshghi, Oliver Lemon

We present a method for inducing new dialogue systems from very small amounts of unannotated dialogue data, showing how word-level exploration using Reinforcement Learning (RL), co…