Our system offers a first step in the integration of the interaction context by considering jointly the user's utterance and the previous agent's one that allow us to correctly analyse a large scale of expressions.
the system and the annotators have to focus on the APs without considering the preceding speech turns, which can cause disagreements not only between the system outputs and the human annotations, but also between the human annotators.