Adaptive Natural Language Generation in Dialogue using Reinforcement Learning

@inproceedings{Lemon2008AdaptiveNL,
  title={Adaptive Natural Language Generation in Dialogue using Reinforcement Learning},
  author={Oliver Lemon},
  year={2008}
}
This paper presents a new model for adaptive Natural Language Generation (NLG) in dialogue, showing how NLG problems can be approached as statistical planning problems using Reinforcement Learning. This approach brings a number of theoretical and practical benefits such as finegrained adaptation, generalization, and automatic (global) optimization. We… CONTINUE READING