We feed four types of information to the model: topic-and word-level data of the utterance (content), preceding interventionist verbal behavior (context) and prior MISC annotations of utterances (MISC).
we empirically extracted previous 5 utterances as context and 10 previous codes as MISC 2 , where we set "unk" as the default.