Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue

Dieuwke Hupkes, Sanne Bouwmeester, Raquel Fernández

We investigate how encoder-decoder models trained on a synthetic dataset of task-oriented dialogues process disfluencies, such as hesitations and self-corrections. We find that, co…