Ubuntu and OpenSubtitles, do not have dialogue act annotations, and the MRDA corpus is too small, it has only 51 conversations.
we evaluate the performance of our model on SwDA and DailyDialog datasets: • SwDA: Switchboard Dialogue Act Corpus (Stolcke et al., 2000) is annotated on 1155 human to human telephonic conversations.