Furthermore, while the rate of verbal feedback differs across language and speaker, it is, overall, a relatively infrequent phenomenon, occurring in as little as zero percent of pausal intervals for some dyads and only at an average of 13-30% of pausal intervals across the three languages.
the substantial class imbalance and relative sparsity of listener verbal feedback present challenges for data-driven machine learning methods.