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Time pressure and topic negotiation may impose constraints on how peopleleverage discourse relations (DRs) in spontaneous conversational contexts. Inthis work, we adapt a system of DRs for written language to spontaneousdialogue using crowdsourced annotations from novice annotators. We then testwhether discourse relations are used differently across several types ofmulti-utterance contexts. We compare the patterns of DR annotation within andacross speakers and within and across turns. Ultimately, we find that differentdiscourse contexts produce distinct distributions of discourse relations, withsingle-turn annotations creating the most uncertainty for annotators.Additionally, we find that the discourse relation annotations are of sufficientquality to predict from embeddings of discourse units.

The distribution of discourse relations within and across turns in spontaneous conversation