Data-driven models for timing feedback responses in a Map Task dialogue system.

•We train models for detecting suitable feedback locations in the user's speech.•We evaluated the trained model in a dialogue system through real user interactions.•We exploit prosodic, lexico-syntactic and contextual cues for online detection.