7 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.CL2020★ 2 cited
Can We Achieve More with Less? Exploring Data Augmentation for Toxic Comment Classification
Chetanya Rastogi, Nikka Mofid, Fang-I Hsiao
This paper tackles one of the greatest limitations in Machine Learning: Data Scarcity. Specifically, we explore whether high accuracy classifiers can be built from small datasets,…
cs.LG2019★ 7 cited
Learning a Multi-Modal Policy via Imitating Demonstrations with Mixed Behaviors
Fang-I Hsiao, Jui-Hsuan Kuo, Min Sun
We propose a novel approach to train a multi-modal policy from mixed demonstrations without their behavior labels. We develop a method to discover the latent factors of variation i…