We finetuned XML-Roberta with the dialog act annotations in the MIDAS dataset:

Yu, Dian, and Zhou Yu. "MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations." In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, pp. 1103-1120. Association for Computational Linguistics, 2021.

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