Improving Dialogue Breakdown Detection with Semi-Supervised Learning

no code implementations • 30 Oct 2020 • Nathan Ng, Marzyeh Ghassemi, Narendran Thangarajan, Jiacheng Pan, Qi Guo

In ablations on DBDC4 data from 2019, our semi-supervised learning methods improve the performance of a baseline BERT model by 2\% accuracy.

Data Augmentation