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"Apparently acousticness is positively correlated with neuroticism": Conversational explanations of model predictions

Abstract:
This paper describes an experiment that collects human dialogues about predictions of participants’ personality traits on the basis of their music preferences, and presents preliminary results. This type of data can inform the design of explanatory dialogue systems, and the method can straightforwardly be adapted to other domains and statistical models.
Research areas:
Year:
2022
Type of Publication:
In Proceedings
Book title:
Proceedings of the 26th Workshop On the Semantics and Pragmatics of Dialogue (DubDial) - Poster Abstracts
Pages:
233-235
ISSN:
2308-2275
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