Sosuke Kobayashi

Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations

2018

We propose a novel data augmentation for labeled sentences called contextual augmentation. We assume an invariance that sentences are natural even if the words in the sentences are replaced with other words with paradigmatic relations. …