Valentin Barrière

Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields

In this paper, the main goal is to classify, in a human-agent interaction, the attitude of the user using hidden conditional random fields. This model allows us to capture the dynamics of the interaction in the pairs of speech turns (adjacency pairs) analyzed by our system. High level linguistic fea…