163 citations · 212 across the 10 of their papers we have counts for
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cs.CL2020★ 9 cited
Improving Dialogue Breakdown Detection with Semi-Supervised Learning
Nathan Ng, Marzyeh Ghassemi, Narendran Thangarajan +2
Building user trust in dialogue agents requires smooth and consistent dialogue exchanges. However, agents can easily lose conversational context and generate irrelevant utterances.…
cs.CL2020
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness
Nathan Ng, Kyunghyun Cho, Marzyeh Ghassemi
Models that perform well on a training domain often fail to generalize to out-of-domain (OOD) examples. Data augmentation is a common method used to prevent overfitting and improve…