In a previous corpus-study, using transcriptions of spontaneous, task-oriented and non-task-oriented dialogue, utterances were annotated with syntactic trees, which we then used to determine the phrasestructure rules that licensed production (and comprehension) of the utterances (Reitter et al., 2006b).
prior work on predicting task success has been done in the context of human-computer spoken dialogue systems.